1.1.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
DataFrame
NO COMPARISON TARGET
1766
ROWS
0
DUPLICATES
1.2 MB
RAM
82
FEATURES
3
CATEGORICAL
79
NUMERICAL
0
TEXT
1
number_of_elements
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
5
(0%)
2
mean_atomic_mass
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
193
(11%)
MAX
142
95%
105
Q3
92
AVG
85
MEDIAN
83
Q1
76
5%
69
MIN
40
RANGE
103
IQR
16.4
STD
12.0
VAR
143
KURT.
0.277
SKEW
0.663
SUM
150k
3
wtd_mean_atomic_mass
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,238
(70%)
MAX
152
95%
96
Q3
68
AVG
63
MEDIAN
57
Q1
52
5%
50
MIN
35
RANGE
117
IQR
16.8
STD
16.1
VAR
259
KURT.
1.72
SKEW
1.51
SUM
112k
4
gmean_atomic_mass
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
193
(11%)
MAX
98.8
95%
78.8
Q3
69.0
AVG
64.3
MEDIAN
63.2
Q1
59.4
5%
54.7
MIN
22.0
RANGE
76.8
IQR
9.66
STD
7.93
VAR
62.9
KURT.
2.92
SKEW
0.365
SUM
113k
5
wtd_gmean_atomic_mass
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,238
(70%)
MAX
137
95%
74
Q3
39
AVG
44
MEDIAN
36
Q1
35
5%
34
MIN
24
RANGE
114
IQR
3.92
STD
15.6
VAR
243
KURT.
1.49
SKEW
1.60
SUM
77,456
6
entropy_atomic_mass
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
193
(11%)
MAX
1.82
95%
1.58
Q3
1.45
MEDIAN
1.39
AVG
1.34
Q1
1.20
5%
1.16
MIN
0.61
RANGE
1.21
IQR
0.251
STD
0.153
VAR
0.024
KURT.
-0.438
SKEW
-0.018
SUM
2,373
7
wtd_entropy_atomic_mass
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,238
(70%)
MAX
1.78
95%
1.54
Q3
1.38
MEDIAN
1.32
AVG
1.29
Q1
1.18
5%
0.99
MIN
0.39
RANGE
1.39
IQR
0.201
STD
0.172
VAR
0.030
KURT.
0.674
SKEW
-0.446
SUM
2,272
8
range_atomic_mass
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
25
(1%)
MAX
202
95%
193
Q3
159
AVG
143
MEDIAN
125
Q1
121
5%
121
MIN
89
RANGE
113
IQR
37.6
STD
28.9
VAR
835
KURT.
-0.879
SKEW
0.938
SUM
253k
9
wtd_range_atomic_mass
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,022
(58%)
MAX
138
95%
40
Q3
35
AVG
26
MEDIAN
21
Q1
17
5%
12
MIN
6
RANGE
132
IQR
18.3
STD
11.7
VAR
137
KURT.
6.77
SKEW
1.46
SUM
45,203
10
std_atomic_mass
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
193
(11%)
MAX
78.5
95%
71.4
Q3
60.8
AVG
52.1
MEDIAN
49.4
Q1
43.8
5%
39.4
MIN
36.0
RANGE
42.4
IQR
17.0
STD
11.1
VAR
122
KURT.
-0.869
SKEW
0.605
SUM
91,930
11
wtd_std_atomic_mass
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,238
(70%)
MAX
81.1
95%
68.3
Q3
55.9
AVG
51.8
MEDIAN
50.6
Q1
44.2
5%
40.7
MIN
31.4
RANGE
49.7
IQR
11.6
STD
9.22
VAR
85.0
KURT.
0.072
SKEW
0.928
SUM
91,460
12
mean_fie
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
192
(11%)
MAX
1,070
95%
816
Q3
789
MEDIAN
781
AVG
776
Q1
751
5%
734
MIN
677
RANGE
393
IQR
37.8
STD
30.9
VAR
954
KURT.
12.7
SKEW
1.95
SUM
1.4M
13
wtd_mean_fie
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,233
(70%)
MAX
1,161
95%
1,013
Q3
1,007
MEDIAN
1,002
AVG
945
Q1
985
5%
724
MIN
648
RANGE
514
IQR
21.9
STD
113
VAR
12,725
KURT.
-0.057
SKEW
-1.34
SUM
1.7M
14
gmean_fie
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
192
(11%)
MAX
971
95%
772
Q3
742
MEDIAN
734
AVG
729
Q1
711
5%
688
MIN
638
RANGE
333
IQR
30.9
STD
28.3
VAR
799
KURT.
7.02
SKEW
1.16
SUM
1.3M
15
wtd_gmean_fie
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,236
(70%)
MAX
1,111
95%
950
Q3
940
MEDIAN
935
AVG
885
Q1
916
5%
691
MIN
635
RANGE
477
IQR
24.7
STD
99.1
VAR
9,828
KURT.
-0.085
SKEW
-1.31
SUM
1.6M
16
entropy_fie
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
192
(11%)
MAX
1.905
95%
1.740
Q3
1.552
MEDIAN
1.541
AVG
1.485
Q1
1.315
5%
1.306
MIN
1.019
RANGE
0.885
IQR
0.237
STD
0.159
VAR
0.025
KURT.
-0.538
SKEW
0.260
SUM
2,622
17
wtd_entropy_fie
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,237
(70%)
MAX
1.82
95%
1.57
Q3
1.07
AVG
1.02
MEDIAN
0.92
Q1
0.88
5%
0.78
MIN
0.48
RANGE
1.34
IQR
0.185
STD
0.243
VAR
0.059
KURT.
0.895
SKEW
1.36
SUM
1,805
18
range_fie
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
16
(1%)
MAX
1,178
95%
811
Q3
811
MEDIAN
811
AVG
801
Q1
773
5%
764
MIN
764
RANGE
413
IQR
37.6
STD
35.1
VAR
1,234
KURT.
62.9
SKEW
6.19
SUM
1.4M
19
wtd_range_fie
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,108
(63%)
MAX
1,001
95%
748
Q3
701
MEDIAN
670
AVG
588
Q1
634
5%
179
MIN
44
RANGE
958
IQR
66.9
STD
197
VAR
38,804
KURT.
0.009
SKEW
-1.29
SUM
1.0M
20
std_fie
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
192
(11%)
MAX
452
95%
324
Q3
315
AVG
296
MEDIAN
293
Q1
280
5%
259
MIN
235
RANGE
216
IQR
34.7
STD
24.3
VAR
590
KURT.
7.20
SKEW
1.13
SUM
523k
21
wtd_std_fie
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,235
(70%)
MAX
398
95%
357
Q3
347
MEDIAN
342
AVG
323
Q1
331
5%
229
MIN
160
RANGE
238
IQR
15.7
STD
42.6
VAR
1,818
KURT.
0.964
SKEW
-1.51
SUM
571k
22
mean_atomic_radius
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
151
(9%)
MAX
191.2
95%
178.8
Q3
167.0
MEDIAN
162.0
AVG
161.3
Q1
154.7
5%
147.2
MIN
107.5
RANGE
83.7
IQR
12.3
STD
9.37
VAR
87.9
KURT.
1.33
SKEW
-0.194
SUM
285k
23
wtd_mean_atomic_radius
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,189
(67%)
MAX
207
95%
173
Q3
117
AVG
124
MEDIAN
115
Q1
107
5%
104
MIN
81
RANGE
126
IQR
10.0
STD
23.5
VAR
551
KURT.
0.141
SKEW
1.32
SUM
218k
24
gmean_atomic_radius
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
185
(10%)
MAX
164.2
95%
155.1
Q3
143.1
AVG
139.9
MEDIAN
139.6
Q1
136.1
5%
128.7
MIN
86.9
RANGE
77.3
IQR
6.95
STD
7.67
VAR
58.9
KURT.
3.90
SKEW
-0.441
SUM
247k
25
wtd_gmean_atomic_radius
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,223
(69%)
MAX
198
95%
155
Q3
92
AVG
102
MEDIAN
90
Q1
87
5%
84
MIN
65
RANGE
133
IQR
5.10
STD
26.1
VAR
682
KURT.
0.116
SKEW
1.38
SUM
180k
26
entropy_atomic_radius
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
185
(10%)
MAX
1.880
95%
1.716
Q3
1.518
MEDIAN
1.501
AVG
1.442
Q1
1.257
5%
1.252
MIN
0.972
RANGE
0.908
IQR
0.261
STD
0.168
VAR
0.028
KURT.
-0.553
SKEW
0.285
SUM
2,546
27
wtd_entropy_atomic_radius
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,223
(69%)
MAX
1.79
95%
1.65
Q3
1.45
AVG
1.37
MEDIAN
1.36
Q1
1.28
5%
1.14
MIN
0.54
RANGE
1.25
IQR
0.172
STD
0.155
VAR
0.024
KURT.
0.226
SKEW
0.120
SUM
2,418
28
range_atomic_radius
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
18
(1%)
MAX
250
95%
205
Q3
205
MEDIAN
205
AVG
194
Q1
171
5%
171
MIN
142
RANGE
108
IQR
34.0
STD
16.8
VAR
281
KURT.
-0.647
SKEW
-0.939
SUM
342k
29
wtd_range_atomic_radius
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,057
(60%)
MAX
175
95%
69
Q3
47
AVG
38
MEDIAN
37
Q1
23
5%
16
MIN
3
RANGE
172
IQR
23.6
STD
16.6
VAR
277
KURT.
2.97
SKEW
0.990
SUM
66,350
30
std_atomic_radius
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
182
(10%)
MAX
88.5
95%
81.2
Q3
77.5
MEDIAN
69.9
AVG
69.5
Q1
61.6
5%
54.6
MIN
49.9
RANGE
38.6
IQR
15.9
STD
8.37
VAR
70.1
KURT.
-0.918
SKEW
-0.326
SUM
123k
31
wtd_std_atomic_radius
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,223
(69%)
MAX
86.1
95%
81.4
Q3
79.3
MEDIAN
76.0
AVG
72.2
Q1
67.1
5%
52.0
MIN
40.7
RANGE
45.4
IQR
12.2
STD
8.84
VAR
78.1
KURT.
0.702
SKEW
-1.07
SUM
128k
32
mean_Density
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
193
(11%)
MAX
7,679
95%
5,992
Q3
5,256
AVG
4,867
MEDIAN
4,817
Q1
4,434
5%
3,929
MIN
3,389
RANGE
4,290
IQR
821
STD
650
VAR
423k
KURT.
0.857
SKEW
0.582
SUM
8.6M
33
wtd_mean_Density
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,238
(70%)
MAX
7,564
95%
6,048
Q3
3,482
AVG
3,644
MEDIAN
3,040
Q1
2,952
5%
2,862
MIN
1,528
RANGE
6,036
IQR
529
STD
1,160
VAR
1.3M
KURT.
0.438
SKEW
1.40
SUM
6.4M
34
gmean_Density
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
193
(11%)
MAX
1,837
95%
1,375
Q3
1,124
AVG
954
MEDIAN
890
Q1
725
5%
670
MIN
107
RANGE
1,729
IQR
399
STD
273
VAR
74,709
KURT.
0.729
SKEW
0.462
SUM
1.7M
35
wtd_gmean_Density
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,238
(70%)
MAX
4,308
95%
2,090
Q3
80
AVG
469
MEDIAN
68
Q1
64
5%
53
MIN
9
RANGE
4,299
IQR
16.0
STD
793
VAR
629k
KURT.
1.53
SKEW
1.69
SUM
828k
36
entropy_Density
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
193
(11%)
MAX
1.72
95%
1.44
Q3
1.32
MEDIAN
1.27
AVG
1.20
Q1
1.03
5%
1.00
MIN
0.20
RANGE
1.52
IQR
0.299
STD
0.178
VAR
0.032
KURT.
-0.179
SKEW
-0.098
SUM
2,121
37
wtd_entropy_Density
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,238
(70%)
MAX
1.54
95%
1.28
Q3
1.04
AVG
0.94
MEDIAN
0.90
Q1
0.81
5%
0.75
MIN
0.05
RANGE
1.49
IQR
0.226
STD
0.169
VAR
0.029
KURT.
1.08
SKEW
0.864
SUM
1,668
38
range_Density
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
13
(1%)
MAX
21,449
95%
11,849
Q3
9,779
AVG
9,409
MEDIAN
8,959
Q1
8,959
5%
8,959
MIN
8,959
RANGE
12,490
IQR
820
STD
919
VAR
844k
KURT.
18.3
SKEW
2.95
SUM
16.6M
39
wtd_range_Density
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
600
(34%)
MAX
5,376
95%
3,840
Q3
2,338
AVG
2,179
MEDIAN
2,067
Q1
1,679
5%
1,303
MIN
994
RANGE
4,381
IQR
659
STD
716
VAR
512k
KURT.
0.914
SKEW
1.21
SUM
3.8M
40
std_Density
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
193
(11%)
MAX
7,455
95%
4,439
Q3
3,771
AVG
3,492
MEDIAN
3,403
Q1
3,195
5%
2,958
MIN
2,732
RANGE
4,723
IQR
576
STD
438
VAR
192k
KURT.
3.50
SKEW
1.22
SUM
6.2M
41
wtd_std_Density
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,238
(70%)
MAX
4,714
95%
4,204
Q3
3,885
AVG
3,729
MEDIAN
3,657
Q1
3,590
5%
3,276
MIN
1,771
RANGE
2,942
IQR
295
STD
284
VAR
80,559
KURT.
2.76
SKEW
0.440
SUM
6.6M
42
mean_ElectronAffinity
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
120
(7%)
MAX
160
95%
89
Q3
82
MEDIAN
75
AVG
75
Q1
67
5%
60
MIN
51
RANGE
110
IQR
14.7
STD
9.99
VAR
99.8
KURT.
6.83
SKEW
1.34
SUM
132k
43
wtd_mean_ElectronAffinity
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,095
(62%)
MAX
139.8
95%
113.2
Q3
110.7
MEDIAN
108.6
AVG
102.0
Q1
99.2
5%
70.4
MIN
55.3
RANGE
84.5
IQR
11.5
STD
14.4
VAR
209
KURT.
1.06
SKEW
-1.41
SUM
180k
44
gmean_ElectronAffinity
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
120
(7%)
MAX
129
95%
70
Q3
59
MEDIAN
53
AVG
49
Q1
36
5%
26
MIN
24
RANGE
105
IQR
23.1
STD
13.8
VAR
190
KURT.
0.471
SKEW
0.264
SUM
86,242
45
wtd_gmean_ElectronAffinity
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,096
(62%)
MAX
118.9
95%
101.1
Q3
90.0
MEDIAN
85.6
AVG
78.4
Q1
66.7
5%
36.1
MIN
25.7
RANGE
93.2
IQR
23.2
STD
18.7
VAR
351
KURT.
0.329
SKEW
-0.971
SUM
138k
46
entropy_ElectronAffinity
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
120
(7%)
MAX
1.652
95%
1.459
Q3
1.360
AVG
1.246
MEDIAN
1.201
Q1
1.130
5%
1.097
MIN
1.018
RANGE
0.635
IQR
0.230
STD
0.133
VAR
0.018
KURT.
-0.639
SKEW
0.563
SUM
2,201
47
wtd_entropy_ElectronAffinity
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,115
(63%)
MAX
1.47
95%
1.19
Q3
0.89
AVG
0.86
MEDIAN
0.80
Q1
0.77
5%
0.72
MIN
0.46
RANGE
1.01
IQR
0.117
STD
0.148
VAR
0.022
KURT.
1.82
SKEW
1.52
SUM
1,518
48
range_ElectronAffinity
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
15
(1%)
MAX
335
95%
141
Q3
139
AVG
132
MEDIAN
127
Q1
127
5%
127
MIN
81
RANGE
254
IQR
11.6
STD
19.5
VAR
380
KURT.
55.0
SKEW
6.11
SUM
234k
49
wtd_range_ElectronAffinity
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
932
(53%)
MAX
109.7
95%
81.4
Q3
76.6
MEDIAN
75.2
AVG
68.5
Q1
71.1
5%
34.7
MIN
18.6
RANGE
91.1
IQR
5.45
STD
15.5
VAR
240
KURT.
0.542
SKEW
-1.37
SUM
121k
50
std_ElectronAffinity
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
120
(7%)
MAX
119.8
95%
57.6
Q3
54.8
AVG
53.3
MEDIAN
53.3
Q1
51.1
5%
47.4
MIN
35.8
RANGE
84.0
IQR
3.71
STD
6.47
VAR
41.9
KURT.
43.1
SKEW
4.89
SUM
94,109
51
wtd_std_ElectronAffinity
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,095
(62%)
MAX
91.2
95%
55.8
Q3
51.5
MEDIAN
49.6
AVG
49.3
Q1
47.2
5%
41.7
MIN
29.2
RANGE
62.0
IQR
4.32
STD
4.72
VAR
22.3
KURT.
9.25
SKEW
1.10
SUM
87,085
52
mean_FusionHeat
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
181
(10%)
MAX
13.74
95%
9.98
Q3
8.68
AVG
8.07
MEDIAN
8.01
Q1
7.23
5%
6.47
MIN
4.97
RANGE
8.77
IQR
1.45
STD
1.14
VAR
1.31
KURT.
1.58
SKEW
0.711
SUM
14,245
53
wtd_mean_FusionHeat
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,208
(68%)
MAX
11.07
95%
9.56
Q3
5.72
AVG
5.80
MEDIAN
5.25
Q1
4.85
5%
3.82
MIN
2.54
RANGE
8.54
IQR
0.871
STD
1.89
VAR
3.56
KURT.
0.044
SKEW
1.14
SUM
10,244
54
gmean_FusionHeat
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
187
(11%)
MAX
6.25
95%
5.40
Q3
4.71
MEDIAN
4.41
AVG
4.34
Q1
3.91
5%
3.26
MIN
1.48
RANGE
4.77
IQR
0.801
STD
0.701
VAR
0.491
KURT.
0.051
SKEW
-0.099
SUM
7,666
55
wtd_gmean_FusionHeat
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,212
(69%)
MAX
8.57
95%
6.42
Q3
1.44
AVG
2.31
MEDIAN
1.34
Q1
1.28
5%
1.04
MIN
0.52
RANGE
8.05
IQR
0.152
STD
2.00
VAR
4.01
KURT.
0.306
SKEW
1.45
SUM
4,084
56
entropy_FusionHeat
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
187
(11%)
MAX
1.77
95%
1.60
Q3
1.39
MEDIAN
1.36
AVG
1.29
Q1
1.11
5%
1.07
MIN
0.30
RANGE
1.47
IQR
0.278
STD
0.185
VAR
0.034
KURT.
-0.193
SKEW
0.032
SUM
2,284
57
wtd_entropy_FusionHeat
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,229
(70%)
MAX
1.65
95%
1.46
Q3
1.21
AVG
1.13
MEDIAN
1.08
Q1
1.01
5%
0.93
MIN
0.15
RANGE
1.50
IQR
0.195
STD
0.167
VAR
0.028
KURT.
0.637
SKEW
0.749
SUM
1,990
58
range_FusionHeat
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
18
(1%)
MAX
35.8
95%
19.6
Q3
12.9
AVG
13.9
MEDIAN
12.9
Q1
12.9
5%
12.9
MIN
10.7
RANGE
25.1
IQR
0.00
STD
2.64
VAR
6.99
KURT.
29.1
SKEW
4.49
SUM
24,461
59
wtd_range_FusionHeat
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
741
(42%)
MAX
8.92
95%
5.58
Q3
3.22
AVG
2.95
MEDIAN
2.90
Q1
1.87
5%
1.62
MIN
1.07
RANGE
7.85
IQR
1.35
STD
1.16
VAR
1.36
KURT.
0.792
SKEW
1.06
SUM
5,206
60
std_FusionHeat
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
187
(11%)
MAX
16.3
95%
6.3
Q3
4.9
AVG
4.9
MEDIAN
4.6
Q1
4.4
5%
4.1
MIN
3.6
RANGE
12.6
IQR
0.554
STD
0.894
VAR
0.800
KURT.
33.3
SKEW
4.41
SUM
8,580
61
wtd_std_FusionHeat
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
1,212
(69%)
MAX
15.5
95%
5.8
Q3
5.6
MEDIAN
5.3
AVG
5.2
Q1
4.7
5%
4.0
MIN
2.4
RANGE
13.1
IQR
0.995
STD
0.703
VAR
0.494
KURT.
26.2
SKEW
1.66
SUM
9,100
62
mean_ThermalConductivity
VALUES:
1,766
(100%)
MISSING:
---
DISTINCT:
143
(8%)
MAX
173
95%
133
Q3
112
MEDIAN
109
AVG
108
Q1
103
5%
88
MIN
15
RANGE
158
IQR
9.20
STD
15.4
VAR
237
KURT.
7.84
SKEW
-0.824
SUM
190k
63
wtd_mean_ThermalConductivity
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
1,159
(66%)
MAX
244
95%
179
Q3
108
AVG
101
MEDIAN
96
Q1
72
5%
60
MIN
7
RANGE
237
IQR
35.5
STD
38.7
VAR
1,499
KURT.
0.248
SKEW
0.856
SUM
178k
64
gmean_ThermalConductivity
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
152
(9%)
MAX
23.2
95%
17.7
Q3
13.8
AVG
10.8
MEDIAN
9.9
Q1
7.6
5%
6.7
MIN
1.4
RANGE
21.8
IQR
6.23
STD
3.80
VAR
14.5
KURT.
-0.485
SKEW
0.440
SUM
18,995
65
wtd_gmean_ThermalConductivity
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
1,181
(67%)
MAX
86.7
95%
30.3
Q3
1.3
AVG
6.9
MEDIAN
1.1
Q1
1.0
5%
0.6
MIN
0.2
RANGE
86.5
IQR
0.375
STD
12.2
VAR
150
KURT.
4.81
SKEW
2.18
SUM
12,119
66
entropy_ThermalConductivity
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
152
(9%)
MAX
1.29
95%
1.04
Q3
0.83
AVG
0.61
MEDIAN
0.58
Q1
0.34
5%
0.29
MIN
0.14
RANGE
1.15
IQR
0.498
STD
0.262
VAR
0.068
KURT.
-1.21
SKEW
0.312
SUM
1,072
67
wtd_entropy_ThermalConductivity
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
1,183
(67%)
MAX
1.072
95%
0.818
Q3
0.449
AVG
0.367
MEDIAN
0.263
Q1
0.203
5%
0.182
MIN
0.085
RANGE
0.987
IQR
0.246
STD
0.229
VAR
0.052
KURT.
-0.145
SKEW
1.20
SUM
648
68
range_ThermalConductivity
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
8
(0%)
69
wtd_range_ThermalConductivity
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
550
(31%)
MAX
240
95%
171
Q3
100
MEDIAN
92
AVG
91
Q1
57
5%
52
MIN
3
RANGE
237
IQR
42.9
STD
35.9
VAR
1,288
KURT.
0.527
SKEW
0.791
SUM
161k
70
std_ThermalConductivity
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
152
(9%)
MAX
199
95%
169
Q3
168
AVG
156
MEDIAN
155
Q1
151
5%
141
MIN
13
RANGE
185
IQR
17.7
STD
16.2
VAR
263
KURT.
31.2
SKEW
-4.40
SUM
276k
71
wtd_std_ThermalConductivity
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
1,181
(67%)
MAX
194
95%
191
Q3
167
MEDIAN
165
AVG
159
Q1
139
5%
135
MIN
12
RANGE
181
IQR
28.7
STD
23.1
VAR
532
KURT.
11.1
SKEW
-2.27
SUM
280k
72
mean_Valence
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
20
(1%)
MAX
3.50
95%
2.86
Q3
2.60
AVG
2.40
MEDIAN
2.25
Q1
2.25
5%
2.20
MIN
2.00
RANGE
1.50
IQR
0.350
STD
0.245
VAR
0.060
KURT.
2.51
SKEW
1.45
SUM
4,245
73
wtd_mean_Valence
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
638
(36%)
MAX
3.18
95%
2.58
Q3
2.27
AVG
2.21
MEDIAN
2.14
Q1
2.08
5%
2.07
MIN
1.95
RANGE
1.23
IQR
0.193
STD
0.184
VAR
0.034
KURT.
3.08
SKEW
1.73
SUM
3,906
74
gmean_Valence
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
34
(2%)
MAX
3.17
95%
2.70
Q3
2.40
AVG
2.32
MEDIAN
2.21
Q1
2.21
5%
2.17
MIN
1.86
RANGE
1.31
IQR
0.189
STD
0.190
VAR
0.036
KURT.
2.52
SKEW
1.23
SUM
4,097
75
wtd_gmean_Valence
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
747
(42%)
MAX
2.871
95%
2.430
Q3
2.229
AVG
2.162
MEDIAN
2.119
Q1
2.065
5%
2.058
MIN
1.892
RANGE
0.978
IQR
0.164
STD
0.128
VAR
0.017
KURT.
3.07
SKEW
1.64
SUM
3,816
76
entropy_Valence
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
37
(2%)
MAX
1.91
95%
1.75
Q3
1.59
MEDIAN
1.56
AVG
1.52
Q1
1.37
5%
1.37
MIN
0.85
RANGE
1.06
IQR
0.225
STD
0.142
VAR
0.020
KURT.
-0.315
SKEW
0.069
SUM
2,675
77
wtd_entropy_Valence
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
984
(56%)
MAX
1.85
95%
1.56
Q3
1.36
AVG
1.28
MEDIAN
1.25
Q1
1.20
5%
1.05
MIN
0.56
RANGE
1.29
IQR
0.160
STD
0.153
VAR
0.024
KURT.
1.31
SKEW
0.694
SUM
2,253
78
range_Valence
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
5
(0%)
79
wtd_range_Valence
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
733
(42%)
MAX
2.30
95%
1.14
Q3
1.06
MEDIAN
0.98
AVG
0.93
Q1
0.83
5%
0.57
MIN
0.06
RANGE
2.24
IQR
0.223
STD
0.190
VAR
0.036
KURT.
3.03
SKEW
-0.473
SUM
1,633
80
std_Valence
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
33
(2%)
MAX
2.16
95%
1.25
Q3
0.80
AVG
0.64
MEDIAN
0.43
Q1
0.43
5%
0.40
MIN
0.37
RANGE
1.79
IQR
0.367
STD
0.319
VAR
0.102
KURT.
0.827
SKEW
1.37
SUM
1,128
81
wtd_std_Valence
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
743
(42%)
MAX
1.77
95%
1.19
Q3
0.50
AVG
0.48
MEDIAN
0.35
Q1
0.27
5%
0.26
MIN
0.19
RANGE
1.58
IQR
0.229
STD
0.310
VAR
0.096
KURT.
1.47
SKEW
1.63
SUM
849
82
critical_temp
VALUES:
1,765
(99%)
MISSING:
1
(0%)
DISTINCT:
654
(37%)
MAX
136
95%
97
Q3
90
MEDIAN
72
AVG
63
Q1
36
5%
14
MIN
0
RANGE
136
IQR
53.8
STD
29.7
VAR
882
KURT.
-1.10
SKEW
-0.354
SUM
112k
Associations
Showing ONLY dataset "DataFrame"
• SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
Associations
Showing ONLY dataset "None"
• SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
number_of_elements
MISSING:
---
TOP CATEGORIES
5
826
47%
4
676
38%
6
225
13%
7
32
2%
3
7
0%
ALL
1,766
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
number_of_elements
PROVIDES INFORMATION ON...
range_Valence
0.22
range_ThermalConductivity
0.20

THESE FEATURES
GIVE INFORMATION
ON number_of_elements:
range_Valence
0.20
range_ThermalConductivity
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
CORRELATION RATIO WITH...
entropy_fie
1.00
entropy_atomic_radius
1.00
entropy_FusionHeat
0.98
entropy_atomic_mass
0.96
entropy_Density
0.94
entropy_Valence
0.94
entropy_ThermalConductivity
0.84
gmean_Density
0.80
wtd_entropy_FusionHeat
0.80
wtd_entropy_Density
0.79
entropy_ElectronAffinity
0.78
std_fie
0.78
gmean_ThermalConductivity
0.75
wtd_entropy_atomic_radius
0.73
mean_atomic_mass
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
gmean_atomic_mass
0.93
std_atomic_mass
0.78
mean_Density
0.67
range_atomic_mass
0.64
wtd_std_atomic_mass
0.63
std_Density
0.58
range_Density
0.55
wtd_entropy_Density
0.53
wtd_std_Density
0.49
wtd_mean_atomic_mass
0.47
gmean_Density
0.43
mean_Valence
0.42
gmean_Valence
0.42
gmean_fie
-0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.42
range_Valence
0.35
range_ThermalConductivity
0.21
MOST FREQUENT VALUES
76.4445625
233
13.2%
76.5177175
94
5.3%
74.23165
85
4.8%
83.24476
83
4.7%
72.32465
70
4.0%
72.89433000000001
46
2.6%
88.9444675
41
2.3%
91.8081
39
2.2%
89.33718
39
2.2%
92.26674
38
2.2%
72.942289
35
2.0%
88.93674399999999
35
2.0%
93.5306
33
1.9%
96.03285
33
1.9%
66.55195772
30
1.7%
SMALLEST VALUES
39.633466666666706
1
0.1%
59.3623183
1
0.1%
60.36015982
2
0.1%
61.357238
5
0.3%
62.54385
2
0.1%
64.63221750000001
9
0.5%
64.95533064
8
0.5%
66.55195772
30
1.7%
66.61048172
6
0.3%
67.56865
6
0.3%
68.24625
1
0.1%
68.97531
1
0.1%
69.17125
14
0.8%
69.229774
8
0.5%
70.5274666666667
1
0.1%
LARGEST VALUES
142.3767
1
0.1%
121.518116666667
1
0.1%
120.708908333333
3
0.2%
120.49845
11
0.6%
120.375211666667
4
0.2%
119.942725
6
0.3%
117.31448
1
0.1%
116.66916
4
0.2%
113.53201999999999
1
0.1%
113.217633333333
6
0.3%
113.126966666667
1
0.1%
112.297957142857
1
0.1%
112.251966666667
1
0.1%
112.032234
3
0.2%
111.94365
1
0.1%
wtd_mean_atomic_mass
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_gmean_atomic_mass
0.96
wtd_mean_Density
0.93
wtd_gmean_fie
-0.91
wtd_mean_fie
-0.90
wtd_gmean_Density
0.90
wtd_range_fie
-0.89
wtd_range_ElectronAffinity
-0.88
wtd_mean_ElectronAffinity
-0.88
wtd_gmean_atomic_radius
0.88
wtd_gmean_FusionHeat
0.85
wtd_mean_atomic_radius
0.85
wtd_entropy_ElectronAffinity
0.84
wtd_std_fie
-0.84
wtd_entropy_fie
0.83

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.26
number_of_elements
0.22
range_ThermalConductivity
0.09
MOST FREQUENT VALUES
51.2456653846154
53
3.0%
56.80881707142861
24
1.4%
59.2244
20
1.1%
81.45675
20
1.1%
56.5029076923077
14
0.8%
56.442492285714295
13
0.7%
49.7159366666667
13
0.7%
57.272830769230794
11
0.6%
59.3441
10
0.6%
91.2202
10
0.6%
51.518892248062
9
0.5%
97.046275
9
0.5%
71.002824
9
0.5%
56.0962923076923
9
0.5%
57.1751418571429
8
0.5%
SMALLEST VALUES
35.2410766666667
1
0.1%
35.732079497907904
1
0.1%
36.8819275
1
0.1%
43.7891689090909
1
0.1%
44.487172972973006
1
0.1%
46.546163333333304
3
0.2%
46.868971
1
0.1%
46.961826979071894
1
0.1%
47.13635703125
1
0.1%
47.24559423076921
1
0.1%
47.2733899328859
1
0.1%
47.5053192307692
1
0.1%
47.657256428571394
3
0.2%
47.659806009245
1
0.1%
47.7810635454545
4
0.2%
LARGEST VALUES
152.46412
1
0.1%
139.466266666667
1
0.1%
127.161
1
0.1%
125.418214165261
1
0.1%
121.25046499999999
1
0.1%
120.91703000000001
1
0.1%
119.156153061224
1
0.1%
118.59223195876301
1
0.1%
117.956878947368
1
0.1%
117.787595854922
1
0.1%
117.669234375
1
0.1%
116.726805263158
1
0.1%
116.375821052632
1
0.1%
116.32449070000001
1
0.1%
115.05173157894698
1
0.1%
gmean_atomic_mass
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mean_atomic_mass
0.93
mean_Density
0.72
gmean_Density
0.59
std_atomic_mass
0.55
wtd_entropy_Density
0.52
gmean_Valence
0.46
range_atomic_mass
0.45
range_Density
0.44
mean_fie
-0.43
wtd_std_atomic_mass
0.43
gmean_atomic_radius
0.41
gmean_fie
-0.41
mean_Valence
0.41
entropy_ElectronAffinity
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.38
range_Valence
0.30
range_ThermalConductivity
0.19
MOST FREQUENT VALUES
59.356672474542506
233
13.2%
59.3100961333418
94
5.3%
60.5152205498845
85
4.8%
59.5060814160275
83
4.7%
58.63710173649179
70
4.0%
59.22342104157929
46
2.6%
66.36159243157189
41
2.3%
70.560646546108
39
2.2%
67.689302836414
39
2.2%
64.8126619740323
38
2.2%
59.27173423733021
35
2.0%
70.3589754653339
35
2.0%
68.45176100811611
33
1.9%
69.51592977756479
33
1.9%
50.697784316094705
30
1.7%
SMALLEST VALUES
22.0058759270185
1
0.1%
26.2701512523221
5
0.3%
38.6420400295019
2
0.1%
40.472225935889895
1
0.1%
41.5947132031113
1
0.1%
42.4484140603581
2
0.1%
47.2627575795583
8
0.5%
47.8266464565942
1
0.1%
48.77579154853379
9
0.5%
50.6659563506864
6
0.3%
50.697784316094705
30
1.7%
50.78360910859139
9
0.5%
52.0759363693326
6
0.3%
52.4785571535063
6
0.3%
53.54343574568521
1
0.1%
LARGEST VALUES
98.7617402848008
1
0.1%
90.98303917230369
1
0.1%
90.35530915501671
11
0.6%
90.3380767565177
3
0.2%
90.12286092749589
4
0.2%
90.00379371674869
6
0.3%
87.3146993493864
1
0.1%
86.8856708455394
1
0.1%
86.67096577683519
1
0.1%
86.4825353626078
1
0.1%
86.19786665110041
1
0.1%
85.98806830416599
1
0.1%
85.7080329332418
1
0.1%
85.5565889198177
1
0.1%
84.9662982510268
1
0.1%
wtd_gmean_atomic_mass
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_mean_Density
0.98
wtd_mean_fie
-0.97
wtd_gmean_fie
-0.97
wtd_gmean_Density
0.97
wtd_mean_atomic_mass
0.96
wtd_gmean_atomic_radius
0.96
wtd_range_fie
-0.95
wtd_mean_atomic_radius
0.94
wtd_gmean_FusionHeat
0.94
wtd_range_ElectronAffinity
-0.93
wtd_mean_ElectronAffinity
-0.92
wtd_std_fie
-0.91
wtd_entropy_fie
0.87
wtd_mean_FusionHeat
0.87

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.18
range_Valence
0.15
range_ThermalConductivity
0.06
MOST FREQUENT VALUES
34.93526616493
53
3.0%
35.773432418257606
24
1.4%
68.2296174829281
20
1.1%
36.126174653366
20
1.1%
36.5018478008209
14
0.8%
35.655884270517795
13
0.7%
34.5123853189793
13
0.7%
36.675521615571796
11
0.6%
36.496948389849
10
0.6%
74.020664849634
10
0.6%
37.1866170061296
9
0.5%
35.147400203827
9
0.5%
73.6759039439665
9
0.5%
36.4059649831378
9
0.5%
35.8913680915719
8
0.5%
SMALLEST VALUES
23.759673601754
1
0.1%
24.3084158570367
1
0.1%
26.991021237855502
1
0.1%
27.119160652743503
3
0.2%
30.7916766002748
1
0.1%
30.936968897909697
1
0.1%
31.4805763636058
3
0.2%
31.515763537884602
1
0.1%
31.5719577064091
1
0.1%
32.205485032553604
1
0.1%
32.4876206818544
1
0.1%
32.5241610865754
1
0.1%
32.543965432336
1
0.1%
32.5507524582411
1
0.1%
32.5536632948197
1
0.1%
LARGEST VALUES
137.387467131856
1
0.1%
115.819574924474
1
0.1%
96.5745235927539
1
0.1%
96.3679082567396
1
0.1%
96.348921591212
1
0.1%
95.1694764953143
1
0.1%
94.8550087463242
1
0.1%
94.73243281314491
1
0.1%
94.3211650690024
1
0.1%
93.77269763066221
1
0.1%
93.7099523127717
1
0.1%
93.5511094009018
1
0.1%
92.7853607594614
1
0.1%
92.7713284671519
1
0.1%
92.5432187291773
1
0.1%
entropy_atomic_mass
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
entropy_Density
0.98
entropy_Valence
0.97
entropy_FusionHeat
0.96
entropy_fie
0.96
entropy_atomic_radius
0.95
gmean_Density
0.84
std_fie
-0.77
entropy_ElectronAffinity
0.77
entropy_ThermalConductivity
0.75
gmean_FusionHeat
0.67
gmean_ThermalConductivity
0.67
wtd_entropy_Density
0.65
wtd_entropy_FusionHeat
0.65
wtd_entropy_Valence
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.96
range_Valence
0.45
range_ThermalConductivity
0.25
MOST FREQUENT VALUES
1.1995407452483
233
13.2%
1.19727303349869
94
5.3%
1.4537471360264298
85
4.8%
1.31151037344354
83
4.7%
1.44461203001618
70
4.0%
1.44775574440681
46
2.6%
1.1817952393305
41
2.3%
1.17351398827351
39
2.2%
1.444537168109
39
2.2%
1.32328660934735
38
2.2%
1.4458243925261298
35
2.0%
1.44800339196136
35
2.0%
1.15978434520397
33
1.9%
1.16810327386202
33
1.9%
1.3836862714278
30
1.7%
SMALLEST VALUES
0.608730569306423
1
0.1%
0.838545020838729
6
0.3%
1.05024741484937
1
0.1%
1.0620647774604
18
1.0%
1.0731490061190698
2
0.1%
1.10063731296133
5
0.3%
1.12584817902596
20
1.1%
1.13987545765087
9
0.5%
1.1530751709191398
6
0.3%
1.1532967123948998
1
0.1%
1.15476159015656
11
0.6%
1.15834642908412
14
0.8%
1.15978434520397
33
1.9%
1.16176283437156
19
1.1%
1.1638010639271799
16
0.9%
LARGEST VALUES
1.8181209986022202
1
0.1%
1.81433591801054
1
0.1%
1.74070307274921
3
0.2%
1.7360837405031002
2
0.1%
1.70986974414286
1
0.1%
1.70974808061963
15
0.8%
1.69921080710901
8
0.5%
1.66042523793653
3
0.2%
1.63578331158435
1
0.1%
1.6356568096035902
2
0.1%
1.63322749655066
1
0.1%
1.6328755349086002
1
0.1%
1.63049791023575
1
0.1%
1.61074363221789
1
0.1%
1.6100373215016397
11
0.6%
wtd_entropy_atomic_mass
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_entropy_atomic_radius
0.89
wtd_entropy_FusionHeat
0.71
wtd_entropy_Valence
0.70
wtd_entropy_Density
0.69
entropy_FusionHeat
0.62
entropy_Valence
0.60
entropy_fie
0.59
wtd_range_atomic_mass
-0.58
entropy_atomic_radius
0.58
entropy_atomic_mass
0.56
entropy_Density
0.56
wtd_range_atomic_radius
-0.53
gmean_atomic_radius
0.50
wtd_std_ElectronAffinity
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.62
range_Valence
0.33
range_ThermalConductivity
0.18
MOST FREQUENT VALUES
1.29188813799544
53
3.0%
0.9818797835708628
24
1.4%
1.3720502688377698
20
1.1%
1.10818929255145
20
1.1%
1.33465627293655
14
0.8%
1.2907810825305
13
0.7%
1.0164953676319302
13
0.7%
1.33710775361108
11
0.6%
1.1612557605028402
10
0.6%
1.0106349712319
10
0.6%
1.3330605779845
9
0.5%
1.05902132876475
9
0.5%
1.29069116588067
9
0.5%
1.19859533712639
9
0.5%
0.9435604791913621
8
0.5%
SMALLEST VALUES
0.387215585115554
1
0.1%
0.6056324813532621
1
0.1%
0.666170526235241
1
0.1%
0.7387262805469309
2
0.1%
0.74625157446068
1
0.1%
0.77540463057127
1
0.1%
0.779736754425041
1
0.1%
0.7950581110861351
1
0.1%
0.808798774806491
1
0.1%
0.809543744384547
1
0.1%
0.820654663256345
1
0.1%
0.8233496047377958
1
0.1%
0.839723031066274
1
0.1%
0.84086322309072
3
0.2%
0.845924947799595
2
0.1%
LARGEST VALUES
1.7752718647622499
1
0.1%
1.7751522021266601
1
0.1%
1.77347987389224
1
0.1%
1.7688312037126899
1
0.1%
1.76092413794909
1
0.1%
1.75832658823825
1
0.1%
1.75406657431557
1
0.1%
1.73544225884711
1
0.1%
1.7266304016008702
1
0.1%
1.71969310589873
1
0.1%
1.71967200759172
1
0.1%
1.71795681321109
1
0.1%
1.70670577045723
1
0.1%
1.7060596428597599
1
0.1%
1.7025198760516798
1
0.1%
range_atomic_mass
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_atomic_mass
0.93
wtd_std_atomic_mass
0.86
wtd_entropy_ThermalConductivity
0.85
std_Density
0.84
range_Density
0.76
wtd_entropy_FusionHeat
0.73
wtd_std_Valence
0.73
wtd_entropy_Density
0.72
wtd_std_Density
0.68
mean_atomic_mass
0.64
wtd_mean_Valence
0.63
wtd_entropy_atomic_radius
0.63
std_Valence
0.62
wtd_entropy_Valence
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.73
number_of_elements
0.61
range_ThermalConductivity
0.20
MOST FREQUENT VALUES
121.3276
597
33.8%
192.981
283
16.0%
122.90607
268
15.2%
141.2506
92
5.2%
188.3839
80
4.5%
128.2426
76
4.3%
191.2006
63
3.6%
124.90825
61
3.5%
134.3606
47
2.7%
135.9646
42
2.4%
151.2596
39
2.2%
148.93092
26
1.5%
146.5006
22
1.2%
157.0546
19
1.1%
152.93481
15
0.8%
SMALLEST VALUES
89.01899999999999
1
0.1%
121.3276
597
33.8%
122.90607
268
15.2%
124.90825
61
3.5%
128.2426
76
4.3%
130.2353
6
0.3%
130.386
2
0.1%
131.96447
1
0.1%
134.3606
47
2.7%
135.9646
42
2.4%
136.31906
5
0.3%
141.2506
92
5.2%
142.92595
3
0.2%
146.5006
22
1.2%
148.93092
26
1.5%
LARGEST VALUES
202.0394
1
0.1%
192.981
283
16.0%
191.2006
63
3.6%
188.3839
80
4.5%
184.5906
2
0.1%
179.0846
1
0.1%
158.9674
14
0.8%
157.0546
19
1.1%
152.93481
15
0.8%
151.2596
39
2.2%
148.93092
26
1.5%
146.5006
22
1.2%
142.92595
3
0.2%
141.2506
92
5.2%
136.31906
5
0.3%
wtd_range_atomic_mass
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_mean_atomic_mass
0.76
wtd_range_atomic_radius
0.75
wtd_gmean_Valence
0.70
wtd_gmean_atomic_mass
0.69
wtd_std_FusionHeat
-0.68
wtd_mean_Valence
0.64
wtd_std_atomic_radius
-0.63
wtd_mean_Density
0.62
wtd_gmean_fie
-0.61
wtd_mean_fie
-0.60
wtd_gmean_Density
0.59
wtd_entropy_atomic_mass
-0.58
wtd_entropy_ElectronAffinity
0.58
wtd_gmean_atomic_radius
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.26
range_ThermalConductivity
0.14
number_of_elements
0.14
MOST FREQUENT VALUES
36.950657142857104
94
5.3%
12.512169230769201
69
3.9%
14.2883192307692
53
3.0%
25.1921866666667
24
1.4%
34.8331599285714
24
1.4%
50.245175
20
1.1%
18.9594207692308
19
1.1%
12.38321
16
0.9%
19.8487166666667
14
0.8%
33.2151208571429
13
0.7%
9.77725333333333
11
0.6%
35.1186142857143
10
0.6%
6.8796
9
0.5%
14.399081395348801
9
0.5%
38.668215999999994
9
0.5%
SMALLEST VALUES
5.50633
1
0.1%
6.61651428571429
2
0.1%
6.8796
9
0.5%
6.93077777777778
1
0.1%
7.7722438356164405
1
0.1%
7.94782421875
1
0.1%
8.04828125
1
0.1%
8.11974438502674
1
0.1%
8.22151292673571
1
0.1%
8.25287
2
0.1%
8.68200397857689
1
0.1%
8.81490384615384
1
0.1%
9.00345945945946
1
0.1%
9.28473660782809
1
0.1%
9.343084615384619
2
0.1%
LARGEST VALUES
137.64323000000002
1
0.1%
113.591622222222
1
0.1%
80.11330129999999
1
0.1%
73.87445
1
0.1%
69.67497
1
0.1%
69.64877
1
0.1%
66.9935666666667
1
0.1%
65.4612
1
0.1%
65.2826188870152
1
0.1%
65.2520633333333
1
0.1%
65.22175
1
0.1%
64.9222256
2
0.1%
63.803579375
1
0.1%
63.51056
1
0.1%
62.656970900000005
1
0.1%
std_atomic_mass
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
range_atomic_mass
0.93
wtd_std_atomic_mass
0.87
std_Density
0.83
mean_atomic_mass
0.78
wtd_entropy_ThermalConductivity
0.73
range_Density
0.70
wtd_std_Valence
0.67
wtd_std_Density
0.66
wtd_entropy_Density
0.61
wtd_mean_Valence
0.60
std_Valence
0.57
gmean_atomic_mass
0.55
wtd_entropy_FusionHeat
0.54
wtd_gmean_Valence
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.64
number_of_elements
0.51
range_ThermalConductivity
0.25
MOST FREQUENT VALUES
43.8233541228786
233
13.2%
44.2894585275144
94
5.3%
39.445874564952895
85
4.8%
67.2338347072841
83
4.7%
40.053511822236
70
4.0%
39.8347297779162
46
2.6%
51.968827786103404
41
2.3%
54.877136730427196
39
2.2%
46.917666579537
39
2.2%
69.23265515219249
38
2.2%
46.482335222954795
35
2.0%
39.817744435597895
35
2.0%
59.6638915296974
33
1.9%
56.763654304317
33
1.9%
43.907215928552
30
1.7%
SMALLEST VALUES
36.0481738749738
3
0.2%
38.780573475586294
2
0.1%
39.2097115698904
1
0.1%
39.2889017109667
24
1.4%
39.445874564952895
85
4.8%
39.450875247502395
14
0.8%
39.6401081849432
3
0.2%
39.7068233314264
6
0.3%
39.746040342754895
1
0.1%
39.817744435597895
35
2.0%
39.8347297779162
46
2.6%
39.8634257121224
14
0.8%
39.9665542847266
4
0.2%
40.0001868383414
1
0.1%
40.053511822236
70
4.0%
LARGEST VALUES
78.4774402327828
1
0.1%
78.12492870395721
4
0.2%
77.5155739189027
18
1.0%
76.8179962097786
25
1.4%
75.7820829899437
1
0.1%
75.5598261775537
1
0.1%
73.661109676135
1
0.1%
71.88777066012
3
0.2%
71.7978260971645
4
0.2%
71.7343635864446
6
0.3%
71.69592381828191
20
1.1%
71.5121506761477
1
0.1%
71.3935940516817
15
0.8%
71.31302823010999
8
0.5%
71.191170776491
5
0.3%
wtd_std_atomic_mass
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_atomic_mass
0.87
range_atomic_mass
0.86
wtd_entropy_ThermalConductivity
0.77
std_Density
0.75
wtd_std_Valence
0.75
wtd_mean_Valence
0.73
wtd_std_Density
0.70
wtd_gmean_Valence
0.69
mean_atomic_mass
0.63
wtd_std_ThermalConductivity
-0.63
range_Density
0.62
std_Valence
0.60
wtd_entropy_FusionHeat
0.51
range_atomic_radius
-0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.67
number_of_elements
0.43
range_ThermalConductivity
0.32
MOST FREQUENT VALUES
44.1921252152174
53
3.0%
52.5332069817455
24
1.4%
40.6122928726987
20
1.1%
64.1963038171721
20
1.1%
51.77436163749329
14
0.8%
52.13676920525911
13
0.7%
42.226979929457706
13
0.7%
53.3182231896719
11
0.6%
48.64941827589371
10
0.6%
55.8639697908743
10
0.6%
68.2776712711365
9
0.5%
44.2535665434991
9
0.5%
78.9435731239993
9
0.5%
50.9964500769109
9
0.5%
44.314156416238696
8
0.5%
SMALLEST VALUES
31.358288381884798
1
0.1%
34.911654768103396
1
0.1%
34.9259525077586
1
0.1%
36.806123196076996
1
0.1%
37.1014028588362
1
0.1%
37.289205034582295
1
0.1%
37.6616031500607
1
0.1%
38.0330206136199
1
0.1%
38.4369863226243
1
0.1%
38.4483483414961
1
0.1%
39.1980618584732
1
0.1%
39.7125081383023
1
0.1%
40.14969650626
1
0.1%
40.2150162168896
1
0.1%
40.2335450190726
1
0.1%
LARGEST VALUES
81.0820851725943
1
0.1%
79.7941612049708
1
0.1%
79.59828864984459
1
0.1%
79.38628264352741
1
0.1%
79.1513286467004
2
0.1%
79.14380011993829
1
0.1%
79.0697563169166
1
0.1%
79.0469730442711
1
0.1%
78.9435731239993
9
0.5%
78.72301361819001
1
0.1%
78.48954218986441
1
0.1%
78.0270656915869
1
0.1%
77.9275645991295
1
0.1%
77.59881859980591
1
0.1%
77.189503748875
1
0.1%
mean_fie
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
gmean_fie
0.96
gmean_atomic_radius
-0.70
std_ElectronAffinity
0.56
mean_ElectronAffinity
0.51
mean_atomic_radius
-0.48
range_ElectronAffinity
0.46
gmean_atomic_mass
-0.43
gmean_Density
-0.43
std_fie
0.43
entropy_FusionHeat
-0.42
wtd_entropy_atomic_radius
-0.42
entropy_ElectronAffinity
-0.41
entropy_atomic_radius
-0.39
mean_atomic_mass
-0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.41
range_Valence
0.36
range_ThermalConductivity
0.33
MOST FREQUENT VALUES
794.0
233
13.2%
787.05
94
5.3%
816.36
85
4.8%
779.88
83
4.7%
787.02
70
4.0%
782.44
46
2.6%
775.425
41
2.3%
775.175
39
2.2%
740.52
39
2.2%
747.78
38
2.2%
786.82
35
2.0%
743.42
35
2.0%
785.4
33
1.9%
788.7
33
1.9%
750.64
30
1.7%
SMALLEST VALUES
676.8142857142859
1
0.1%
679.6857142857141
1
0.1%
706.166666666667
1
0.1%
708.95
1
0.1%
710.3
1
0.1%
711.733333333333
3
0.2%
715.333333333333
11
0.6%
717.666666666667
1
0.1%
718.5142857142861
2
0.1%
718.9
1
0.1%
719.0666666666671
2
0.1%
719.483333333333
1
0.1%
719.65
6
0.3%
720.04
1
0.1%
720.916666666667
1
0.1%
LARGEST VALUES
1069.8
1
0.1%
971.2
8
0.5%
923.25
6
0.3%
897.46
5
0.3%
886.18
1
0.1%
866.4
6
0.3%
839.266666666667
1
0.1%
835.0
6
0.3%
830.76
1
0.1%
827.5
5
0.3%
823.28
1
0.1%
821.54
2
0.1%
821.3
1
0.1%
818.22
2
0.1%
816.36
85
4.8%
wtd_mean_fie
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_gmean_fie
1.00
wtd_gmean_atomic_radius
-0.99
wtd_gmean_FusionHeat
-0.98
wtd_range_fie
0.98
wtd_mean_atomic_radius
-0.98
wtd_mean_Density
-0.97
wtd_gmean_Density
-0.97
wtd_gmean_atomic_mass
-0.97
wtd_range_ElectronAffinity
0.95
wtd_mean_ElectronAffinity
0.95
wtd_std_fie
0.94
wtd_mean_FusionHeat
-0.92
wtd_gmean_ThermalConductivity
-0.92
wtd_entropy_fie
-0.91

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.21
range_Valence
0.15
range_ThermalConductivity
0.09
MOST FREQUENT VALUES
1003.6230769230801
53
3.0%
1011.54071428571
24
1.4%
1005.86666666667
20
1.1%
738.3571428571429
20
1.1%
1001.9923076923101
14
0.8%
1011.59714285714
13
0.7%
1007.01333333333
13
0.7%
1000.9769230769199
11
0.6%
735.328571428571
10
0.6%
1008.8128571428599
10
0.6%
1001.2240310077499
9
0.5%
998.353846153846
9
0.5%
1022.22
9
0.5%
737.0375
9
0.5%
998.7875
8
0.5%
SMALLEST VALUES
647.68
1
0.1%
653.626315789474
1
0.1%
672.435890593729
1
0.1%
676.016077384923
1
0.1%
686.511111111111
1
0.1%
687.9352941176469
1
0.1%
688.361111111111
1
0.1%
688.5417391304351
1
0.1%
688.8647727272729
1
0.1%
689.45
1
0.1%
690.009782608696
1
0.1%
690.255877034358
1
0.1%
690.8052631578951
1
0.1%
690.97
6
0.3%
691.361111111111
1
0.1%
LARGEST VALUES
1161.28977777778
1
0.1%
1125.4983263598301
1
0.1%
1100.7329004329
1
0.1%
1100.25166666667
1
0.1%
1094.95
1
0.1%
1091.15106382979
1
0.1%
1079.6229166666699
1
0.1%
1060.14461538462
1
0.1%
1056.6035647279598
1
0.1%
1045.4
1
0.1%
1044.88666666667
3
0.2%
1044.6960000000001
1
0.1%
1044.28
1
0.1%
1044.134
1
0.1%
1043.64253333333
1
0.1%
gmean_fie
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mean_fie
0.96
gmean_atomic_radius
-0.67
mean_atomic_radius
-0.55
std_ElectronAffinity
0.54
range_ElectronAffinity
0.45
gmean_atomic_mass
-0.41
mean_atomic_mass
-0.39
mean_ElectronAffinity
0.38
wtd_entropy_atomic_radius
-0.29
entropy_ElectronAffinity
-0.29
std_atomic_mass
-0.26
std_ThermalConductivity
0.25
wtd_entropy_atomic_mass
-0.25
gmean_Density
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_ThermalConductivity
0.37
range_Valence
0.33
number_of_elements
0.27
MOST FREQUENT VALUES
741.629348855485
233
13.2%
734.219624171273
94
5.3%
771.891022146416
85
4.8%
740.3993327137331
83
4.7%
745.091012254164
70
4.0%
740.5402852541811
46
2.6%
718.1528999521299
41
2.3%
692.541331131983
39
2.2%
717.820867453222
39
2.2%
702.115183963558
38
2.2%
744.894599675854
35
2.0%
696.313849401554
35
2.0%
731.0407194844059
33
1.9%
735.1580157722341
33
1.9%
705.366436731606
30
1.7%
SMALLEST VALUES
638.226141059532
1
0.1%
641.525455250023
1
0.1%
647.249188622361
1
0.1%
657.437115041938
1
0.1%
661.437203639754
1
0.1%
663.219821263687
1
0.1%
663.751809830507
18
1.0%
667.000595694566
1
0.1%
667.786556768769
1
0.1%
670.281936667237
3
0.2%
672.534941135036
1
0.1%
673.241572872391
6
0.3%
674.175712902917
11
0.6%
674.697396698269
1
0.1%
674.947053527659
1
0.1%
LARGEST VALUES
971.091655832219
1
0.1%
873.396370367753
8
0.5%
857.239942026365
6
0.3%
831.1701514254551
5
0.3%
823.894019261449
1
0.1%
808.929243833275
6
0.3%
787.159287702356
6
0.3%
783.844635520963
5
0.3%
781.6595803891651
1
0.1%
777.69991324401
1
0.1%
776.116869881482
1
0.1%
771.891022146416
85
4.8%
770.2937604829131
1
0.1%
769.607858277607
4
0.2%
768.7988240288311
1
0.1%
wtd_gmean_fie
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_mean_fie
1.00
wtd_gmean_atomic_radius
-0.99
wtd_mean_atomic_radius
-0.98
wtd_gmean_FusionHeat
-0.97
wtd_range_fie
0.97
wtd_mean_Density
-0.97
wtd_gmean_atomic_mass
-0.97
wtd_gmean_Density
-0.97
wtd_range_ElectronAffinity
0.94
wtd_mean_ElectronAffinity
0.94
wtd_std_fie
0.93
wtd_mean_FusionHeat
-0.92
wtd_gmean_ThermalConductivity
-0.91
wtd_mean_atomic_mass
-0.91

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.19
range_Valence
0.13
range_ThermalConductivity
0.09
MOST FREQUENT VALUES
937.5591924432331
53
3.0%
940.2943443388091
24
1.4%
702.424196542615
20
1.1%
945.371395526592
20
1.1%
935.034325726886
14
0.8%
940.391698971013
13
0.7%
944.2691656558779
13
0.7%
933.41989500172
11
0.6%
698.9151999939501
10
0.6%
935.5286523817509
10
0.6%
929.0870821691451
9
0.5%
709.159674058528
9
0.5%
942.387147301304
9
0.5%
935.114076729286
9
0.5%
932.637282988302
8
0.5%
SMALLEST VALUES
634.513943738143
1
0.1%
634.634033152359
1
0.1%
650.146822955333
1
0.1%
654.340015757942
1
0.1%
656.73633899454
1
0.1%
658.49845274434
1
0.1%
658.648419716675
1
0.1%
659.59463200443
1
0.1%
659.8551774158129
1
0.1%
661.011536217461
1
0.1%
662.213026240624
1
0.1%
662.562296217489
1
0.1%
662.6582697414569
1
0.1%
663.428634504288
6
0.3%
663.623818123459
3
0.2%
LARGEST VALUES
1111.0829999775199
1
0.1%
1076.87732634429
1
0.1%
1055.98313458261
1
0.1%
1049.42274125445
1
0.1%
1043.92074652271
1
0.1%
1029.59065640905
1
0.1%
1010.7679868816999
1
0.1%
1002.3153413549198
1
0.1%
981.8797706635921
1
0.1%
981.683854335301
1
0.1%
980.630154267995
3
0.2%
980.529975904899
1
0.1%
979.8407268943171
1
0.1%
979.306042331044
1
0.1%
978.769333860581
1
0.1%
entropy_fie
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
entropy_atomic_radius
1.00
entropy_FusionHeat
0.98
entropy_Valence
0.98
entropy_atomic_mass
0.96
entropy_Density
0.94
entropy_ThermalConductivity
0.85
gmean_Density
0.81
std_fie
-0.80
wtd_entropy_FusionHeat
0.78
entropy_ElectronAffinity
0.77
gmean_ThermalConductivity
0.76
wtd_entropy_Density
0.76
wtd_entropy_Valence
0.70
wtd_entropy_atomic_radius
0.70

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
1.00
range_Valence
0.58
range_ThermalConductivity
0.19
MOST FREQUENT VALUES
1.31500430814302
233
13.2%
1.31300802421591
94
5.3%
1.55250636371223
85
4.8%
1.55321870407659
83
4.7%
1.55174132140317
70
4.0%
1.5511200383520098
46
2.6%
1.30596703599158
41
2.3%
1.53695955961142
39
2.2%
1.3058248429768602
39
2.2%
1.5410061897713798
38
2.2%
1.53852655655114
35
2.0%
1.55171733913965
35
2.0%
1.31271831332752
33
1.9%
1.31118116342259
33
1.9%
1.54199659612613
30
1.7%
SMALLEST VALUES
1.01937598304978
1
0.1%
1.02982179619193
6
0.3%
1.27816875230017
1
0.1%
1.2818391271048601
18
1.0%
1.2954125916395902
1
0.1%
1.3017430936518501
6
0.3%
1.3045776606958701
25
1.4%
1.3048078343271898
2
0.1%
1.3058248429768602
39
2.2%
1.30596703599158
41
2.3%
1.3067803023228899
22
1.2%
1.30945121601765
16
0.9%
1.3096366134106698
8
0.5%
1.31032924491217
19
1.1%
1.31036807225978
18
1.0%
LARGEST VALUES
1.90483776048211
15
0.8%
1.9013289220649
1
0.1%
1.9008214492568098
8
0.5%
1.89512116911307
1
0.1%
1.8950330133528999
3
0.2%
1.89105315783685
2
0.1%
1.87997008514753
1
0.1%
1.87885414600575
1
0.1%
1.7487659128387099
6
0.3%
1.7446511066397101
3
0.2%
1.7437527918880302
25
1.4%
1.74003996309104
4
0.2%
1.7400133853422701
21
1.2%
1.73970675652369
28
1.6%
1.73928739932682
1
0.1%
wtd_entropy_fie
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_range_ElectronAffinity
-0.94
wtd_range_fie
-0.94
wtd_gmean_ElectronAffinity
-0.93
wtd_mean_ElectronAffinity
-0.93
wtd_std_fie
-0.93
wtd_mean_fie
-0.91
wtd_entropy_ElectronAffinity
0.91
wtd_gmean_FusionHeat
0.90
wtd_gmean_fie
-0.90
wtd_gmean_atomic_radius
0.89
wtd_mean_Density
0.89
wtd_gmean_Density
0.89
wtd_gmean_atomic_mass
0.87
wtd_gmean_ThermalConductivity
0.87

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.48
range_Valence
0.38
range_ThermalConductivity
0.14
MOST FREQUENT VALUES
0.890516212329374
53
3.0%
0.786865234305601
24
1.4%
1.01920228760579
20
1.1%
1.2824389881775602
20
1.1%
0.8869679674098471
14
0.8%
0.8835038431442271
13
0.7%
0.7959767720407
13
0.7%
0.884724945565356
11
0.6%
1.2788928245899198
10
0.6%
0.783210373900167
10
0.6%
0.878805851453728
9
0.5%
0.8959871097086959
9
0.5%
1.5671199494169
9
0.5%
0.7524860743410009
9
0.5%
0.9015259535011471
8
0.5%
SMALLEST VALUES
0.48132603735197904
1
0.1%
0.512252551766176
1
0.1%
0.6731456112500671
1
0.1%
0.7199333020421991
1
0.1%
0.734909049474014
2
0.1%
0.7444584594087851
1
0.1%
0.745530204031692
3
0.2%
0.75131939641299
2
0.1%
0.751898626177734
1
0.1%
0.752072920069546
1
0.1%
0.7524860743410009
9
0.5%
0.752731369800815
1
0.1%
0.7566524096243159
1
0.1%
0.757661010099702
1
0.1%
0.758706269736869
1
0.1%
LARGEST VALUES
1.82162193764893
1
0.1%
1.81137500027855
1
0.1%
1.7818637050376
1
0.1%
1.76404038369894
1
0.1%
1.7590764102000502
2
0.1%
1.75871832314888
1
0.1%
1.74414062399932
1
0.1%
1.7436332236896201
1
0.1%
1.72427901934627
1
0.1%
1.72197403966775
1
0.1%
1.72187527004712
1
0.1%
1.72180214579587
1
0.1%
1.72131274607023
1
0.1%
1.71425093261089
1
0.1%
1.71364301620065
1
0.1%
range_fie
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_fie
0.64
std_atomic_radius
0.56
range_atomic_radius
0.53
std_ElectronAffinity
0.51
range_ElectronAffinity
0.50
gmean_Valence
-0.38
wtd_std_atomic_radius
0.38
mean_fie
0.37
wtd_gmean_Valence
-0.37
gmean_Density
-0.36
gmean_ThermalConductivity
-0.36
mean_ElectronAffinity
0.35
wtd_mean_Valence
-0.33
mean_Valence
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.44
range_ThermalConductivity
0.30
number_of_elements
0.24
MOST FREQUENT VALUES
810.6
1,149
65.1%
764.1
233
13.2%
772.0
200
11.3%
781.6
74
4.2%
894.6
25
1.4%
773.0
24
1.4%
786.5
20
1.1%
817.5
11
0.6%
1177.5
8
0.5%
800.1
6
0.3%
870.0
6
0.3%
766.2
5
0.3%
793.2
2
0.1%
937.6
1
0.1%
910.3
1
0.1%
SMALLEST VALUES
764.1
233
13.2%
766.2
5
0.3%
772.0
200
11.3%
773.0
24
1.4%
781.6
74
4.2%
786.5
20
1.1%
793.2
2
0.1%
800.1
6
0.3%
810.6
1,149
65.1%
817.5
11
0.6%
870.0
6
0.3%
894.6
25
1.4%
910.3
1
0.1%
937.6
1
0.1%
1138.9
1
0.1%
LARGEST VALUES
1177.5
8
0.5%
1138.9
1
0.1%
937.6
1
0.1%
910.3
1
0.1%
894.6
25
1.4%
870.0
6
0.3%
817.5
11
0.6%
810.6
1,149
65.1%
800.1
6
0.3%
793.2
2
0.1%
786.5
20
1.1%
781.6
74
4.2%
773.0
24
1.4%
772.0
200
11.3%
766.2
5
0.3%
wtd_range_fie
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_range_ElectronAffinity
0.98
wtd_mean_fie
0.98
wtd_gmean_fie
0.97
wtd_gmean_atomic_radius
-0.97
wtd_gmean_FusionHeat
-0.96
wtd_mean_Density
-0.96
wtd_mean_atomic_radius
-0.95
wtd_gmean_atomic_mass
-0.95
wtd_entropy_fie
-0.94
wtd_mean_ElectronAffinity
0.94
wtd_gmean_Density
-0.94
wtd_std_fie
0.93
wtd_mean_FusionHeat
-0.92
wtd_gmean_ThermalConductivity
-0.89

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.20
range_Valence
0.20
range_ThermalConductivity
0.10
MOST FREQUENT VALUES
659.715384615385
53
3.0%
738.7692857142861
27
1.5%
738.578571428571
24
1.4%
661.026666666667
23
1.3%
231.371428571429
20
1.1%
698.9523076923081
19
1.1%
661.346153846154
14
0.8%
659.293333333333
13
0.7%
734.657142857143
13
0.7%
112.575
12
0.7%
662.361538461538
11
0.6%
234.4
10
0.6%
654.650387596899
9
0.5%
664.984615384615
9
0.5%
754.38
9
0.5%
SMALLEST VALUES
43.55555555555549
1
0.1%
71.3705882352941
1
0.1%
81.5578947368421
1
0.1%
94.6833333333333
1
0.1%
97.84
1
0.1%
102.704625
1
0.1%
107.539130434783
1
0.1%
112.575
12
0.7%
113.7
4
0.2%
114.27135678392
1
0.1%
116.020408163265
1
0.1%
117.40799999999999
1
0.1%
119.6225
1
0.1%
119.92086330935301
1
0.1%
123.0
6
0.3%
LARGEST VALUES
1001.4963333333301
1
0.1%
914.426359832636
1
0.1%
867.025
1
0.1%
845.823376623376
1
0.1%
826.944680851064
1
0.1%
804.23125
1
0.1%
778.7508
1
0.1%
777.4511278195489
1
0.1%
776.3246153846151
1
0.1%
773.556
1
0.1%
768.6089999999999
1
0.1%
766.2560000000001
1
0.1%
760.855
1
0.1%
759.7439999999999
1
0.1%
758.565
2
0.1%
std_fie
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
entropy_FusionHeat
-0.83
gmean_Density
-0.81
entropy_atomic_radius
-0.81
entropy_fie
-0.80
entropy_Density
-0.80
gmean_ThermalConductivity
-0.79
entropy_ThermalConductivity
-0.79
entropy_Valence
-0.77
entropy_atomic_mass
-0.77
gmean_FusionHeat
-0.75
std_atomic_radius
0.70
wtd_entropy_FusionHeat
-0.70
wtd_entropy_Density
-0.66
mean_ElectronAffinity
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.78
range_Valence
0.53
range_ThermalConductivity
0.27
MOST FREQUENT VALUES
311.743492313793
233
13.2%
314.505965762178
94
5.3%
282.395259167005
85
4.8%
276.06314784845904
83
4.7%
279.181098214045
70
4.0%
279.788738872743
46
2.6%
323.811807806633
41
2.3%
298.64300694976896
39
2.2%
323.992958063906
39
2.2%
293.286136051468
38
2.2%
279.201385383382
35
2.0%
296.615154029594
35
2.0%
314.899087010426
33
1.9%
316.982341779475
33
1.9%
292.00609993628603
30
1.7%
SMALLEST VALUES
235.454998516767
15
0.8%
240.47258149107103
8
0.5%
244.21237342389801
6
0.3%
249.221579142345
1
0.1%
249.277240134312
1
0.1%
249.45872751758702
3
0.2%
252.128984296178
3
0.2%
253.160212777074
25
1.4%
255.495308475638
2
0.1%
259.006360389513
21
1.2%
259.35787158973096
28
1.6%
259.436458180675
4
0.2%
260.155080352726
1
0.1%
260.488777749317
1
0.1%
261.01687312424
1
0.1%
LARGEST VALUES
451.81790026514005
1
0.1%
450.939645628991
8
0.5%
353.396267488778
1
0.1%
349.805756813692
18
1.0%
347.221961287013
5
0.3%
346.40646524952
6
0.3%
341.747005188861
1
0.1%
334.269073651751
1
0.1%
329.08115260525
6
0.3%
326.64911857628897
6
0.3%
325.570463763223
25
1.4%
325.276198022542
2
0.1%
325.222945069993
1
0.1%
323.992958063906
39
2.2%
323.811807806633
41
2.3%
wtd_std_fie
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_gmean_Density
-0.96
wtd_gmean_FusionHeat
-0.96
wtd_gmean_ThermalConductivity
-0.95
wtd_mean_fie
0.94
wtd_gmean_atomic_radius
-0.94
wtd_range_fie
0.93
wtd_entropy_fie
-0.93
wtd_gmean_fie
0.93
wtd_mean_ElectronAffinity
0.92
wtd_mean_Density
-0.92
wtd_gmean_atomic_mass
-0.91
wtd_mean_FusionHeat
-0.91
wtd_mean_atomic_radius
-0.91
wtd_range_ElectronAffinity
0.90

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.33
range_Valence
0.28
range_ThermalConductivity
0.11
MOST FREQUENT VALUES
342.396001400641
53
3.0%
353.819831451067
24
1.4%
255.465227475247
20
1.1%
333.238432490745
20
1.1%
344.286420254412
14
0.8%
353.745421362162
13
0.7%
335.31524841889
13
0.7%
345.50491069391404
11
0.6%
257.025844805458
10
0.6%
357.450224075796
10
0.6%
230.981216430579
9
0.5%
342.630435927781
9
0.5%
364.322727262519
9
0.5%
348.79718068590796
9
0.5%
353.894216896887
8
0.5%
SMALLEST VALUES
160.42821011281
1
0.1%
168.16881775594499
1
0.1%
180.58331775911302
1
0.1%
180.824876440039
1
0.1%
181.86081676903402
1
0.1%
183.06904943047002
1
0.1%
194.942880610172
1
0.1%
195.031938684669
1
0.1%
195.12044882054002
1
0.1%
196.099236498752
1
0.1%
196.638442958913
1
0.1%
198.22878300841998
1
0.1%
198.537441717901
1
0.1%
199.045683442827
1
0.1%
199.441316034734
1
0.1%
LARGEST VALUES
398.364501890266
1
0.1%
398.215682765006
1
0.1%
376.842868073681
1
0.1%
369.874715908644
1
0.1%
367.529882279022
1
0.1%
367.424048646846
1
0.1%
367.373158748279
1
0.1%
367.33992185025
1
0.1%
367.33081547959097
1
0.1%
367.31864590961504
1
0.1%
367.288083737973
1
0.1%
367.26965201146896
1
0.1%
367.188969624382
1
0.1%
367.154441123029
2
0.1%
367.12285034825106
1
0.1%
mean_atomic_radius
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
gmean_atomic_radius
0.91
range_atomic_radius
0.68
std_atomic_radius
0.62
gmean_fie
-0.55
wtd_gmean_Valence
-0.54
wtd_mean_Valence
-0.52
wtd_std_atomic_radius
0.49
mean_fie
-0.48
wtd_std_Valence
-0.44
wtd_range_atomic_mass
-0.41
wtd_std_FusionHeat
0.36
wtd_std_atomic_mass
-0.35
wtd_entropy_ThermalConductivity
-0.34
wtd_entropy_atomic_mass
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.42
range_ThermalConductivity
0.26
number_of_elements
0.24
MOST FREQUENT VALUES
164.5
233
13.2%
149.8
97
5.5%
151.75
94
5.3%
160.0
86
4.9%
162.8
72
4.1%
167.0
61
3.5%
168.0
57
3.2%
162.0
56
3.2%
161.4
46
2.6%
150.5
45
2.5%
160.25
41
2.3%
171.0
39
2.2%
181.0
39
2.2%
159.2
38
2.2%
170.6
35
2.0%
SMALLEST VALUES
107.5
1
0.1%
125.833333333333
6
0.3%
129.333333333333
6
0.3%
135.0
1
0.1%
138.75
5
0.3%
140.0
8
0.5%
141.8
4
0.2%
142.2
5
0.3%
143.0
1
0.1%
144.5
2
0.1%
145.0
8
0.5%
145.2
3
0.2%
145.5
9
0.5%
146.0
18
1.0%
146.6
7
0.4%
LARGEST VALUES
191.2
1
0.1%
186.2
1
0.1%
185.2
13
0.7%
184.8
5
0.3%
184.2
1
0.1%
183.833333333333
1
0.1%
183.8
2
0.1%
183.166666666667
11
0.6%
183.0
2
0.1%
182.285714285714
1
0.1%
182.0
1
0.1%
181.85714285714297
1
0.1%
181.0
39
2.2%
180.333333333333
1
0.1%
180.2
1
0.1%
wtd_mean_atomic_radius
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_gmean_atomic_radius
0.99
wtd_gmean_fie
-0.98
wtd_mean_fie
-0.98
wtd_gmean_FusionHeat
0.97
wtd_range_fie
-0.95
wtd_mean_FusionHeat
0.95
wtd_mean_Density
0.95
wtd_gmean_Density
0.94
wtd_gmean_atomic_mass
0.94
wtd_range_ElectronAffinity
-0.91
wtd_std_fie
-0.91
wtd_range_Density
0.90
wtd_mean_ElectronAffinity
-0.90
wtd_mean_ThermalConductivity
0.89

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.15
range_ThermalConductivity
0.09
range_Valence
0.09
MOST FREQUENT VALUES
114.53846153846202
53
3.0%
104.371428571429
24
1.4%
115.615384615385
21
1.2%
171.571428571429
20
1.1%
106.133333333333
20
1.1%
116.15384615384599
14
0.8%
104.542857142857
13
0.7%
112.133333333333
13
0.7%
107.2
12
0.7%
173.57142857142898
11
0.6%
174.57142857142898
10
0.6%
106.55
10
0.6%
157.0
9
0.5%
115.054263565891
9
0.5%
116.0
9
0.5%
SMALLEST VALUES
81.00555555555559
1
0.1%
85.0562770562771
1
0.1%
87.57446808510642
1
0.1%
88.12970711297069
1
0.1%
90.6041666666667
1
0.1%
92.1833333333333
1
0.1%
95.03846153846149
1
0.1%
96.125
1
0.1%
99.21153846153851
1
0.1%
100.441064638783
1
0.1%
101.41530054644801
1
0.1%
101.451127819549
1
0.1%
102.62037037036998
1
0.1%
102.83870967741899
2
0.1%
102.843049327354
1
0.1%
LARGEST VALUES
207.15
1
0.1%
197.555555555556
1
0.1%
181.636363636364
1
0.1%
178.5
1
0.1%
177.980653769179
1
0.1%
177.81818181818198
1
0.1%
177.446297531688
1
0.1%
176.72727272727298
1
0.1%
176.368421052632
1
0.1%
175.666666666667
1
0.1%
175.557142857143
1
0.1%
175.285714285714
3
0.2%
175.04285714285703
2
0.1%
174.925
1
0.1%
174.89285714285703
1
0.1%
gmean_atomic_radius
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mean_atomic_radius
0.91
mean_fie
-0.70
gmean_fie
-0.67
mean_ElectronAffinity
-0.51
wtd_entropy_atomic_mass
0.50
gmean_FusionHeat
0.48
range_atomic_radius
0.44
gmean_atomic_mass
0.41
entropy_Density
0.41
entropy_atomic_mass
0.41
entropy_FusionHeat
0.39
gmean_Density
0.39
wtd_entropy_atomic_radius
0.37
entropy_Valence
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.37
range_Valence
0.33
range_ThermalConductivity
0.26
MOST FREQUENT VALUES
139.000513752081
233
13.2%
131.302196551623
94
5.3%
139.59529898460102
85
4.8%
133.42531118397198
83
4.7%
142.245338798365
70
4.0%
141.24059875603
52
2.9%
140.945228496831
46
2.6%
136.126003095455
41
2.3%
143.07925806645702
39
2.2%
155.938199338429
39
2.2%
139.74337176418
38
2.2%
148.737352419316
35
2.0%
141.508276638116
35
2.0%
142.321797590921
33
1.9%
134.52082613918
30
1.7%
SMALLEST VALUES
86.8906978765882
1
0.1%
109.33411047740299
6
0.3%
109.41150259403798
8
0.5%
110.717078369674
6
0.3%
114.622083458931
5
0.3%
115.054542495346
1
0.1%
121.505894784823
5
0.3%
124.14766127003
1
0.1%
125.841314676224
2
0.1%
126.565976691233
6
0.3%
126.721225128174
2
0.1%
127.38297726150499
9
0.5%
127.40369465683901
4
0.2%
127.618033181518
18
1.0%
127.88058938564801
1
0.1%
LARGEST VALUES
164.166522726056
1
0.1%
163.860237631661
1
0.1%
162.593443643132
1
0.1%
161.903552118991
1
0.1%
161.718877230019
11
0.6%
159.867522099422
1
0.1%
159.588184524061
1
0.1%
158.911939067467
13
0.7%
158.638187330958
5
0.3%
158.508264556135
2
0.1%
158.223982753592
1
0.1%
157.945417675272
2
0.1%
157.856235265649
2
0.1%
157.382318067786
2
0.1%
156.666914264255
1
0.1%
wtd_gmean_atomic_radius
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_mean_fie
-0.99
wtd_mean_atomic_radius
0.99
wtd_gmean_fie
-0.99
wtd_gmean_FusionHeat
0.99
wtd_gmean_Density
0.97
wtd_range_fie
-0.97
wtd_mean_Density
0.96
wtd_gmean_atomic_mass
0.96
wtd_mean_FusionHeat
0.94
wtd_std_fie
-0.94
wtd_mean_ElectronAffinity
-0.93
wtd_range_ElectronAffinity
-0.93
wtd_gmean_ThermalConductivity
0.92
wtd_entropy_fie
0.89

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.19
range_Valence
0.12
range_ThermalConductivity
0.09
MOST FREQUENT VALUES
89.68519077214191
53
3.0%
84.1108347003322
24
1.4%
86.45733858732771
20
1.1%
153.255987081769
20
1.1%
90.12745099988051
17
1.0%
90.3391761147271
14
0.8%
84.1805988109463
13
0.7%
88.82432600121729
13
0.7%
154.662476803196
11
0.6%
85.03161709515359
10
0.6%
155.33791020838999
10
0.6%
90.2792889870515
9
0.5%
82.99174846011249
9
0.5%
90.12083947434401
9
0.5%
144.682968109792
9
0.5%
SMALLEST VALUES
65.13646733575271
1
0.1%
71.0615411398343
1
0.1%
71.9622746307575
1
0.1%
73.41361976669359
1
0.1%
74.14090446154701
1
0.1%
75.19861541859021
1
0.1%
76.94961178037941
1
0.1%
77.56985226970559
1
0.1%
81.178956760667
1
0.1%
81.20882058547029
1
0.1%
81.8783934861414
1
0.1%
82.0488156250426
1
0.1%
82.4725806185569
1
0.1%
82.51320753306929
3
0.2%
82.61052220891999
1
0.1%
LARGEST VALUES
198.35231233043498
1
0.1%
181.21965101379502
1
0.1%
167.302942001616
1
0.1%
166.913849866888
1
0.1%
166.488050850457
1
0.1%
166.381474419379
1
0.1%
165.848756089424
1
0.1%
163.548579272731
1
0.1%
162.697076903296
1
0.1%
160.682064845879
1
0.1%
160.60237396971502
1
0.1%
160.529972601467
1
0.1%
160.457603872575
1
0.1%
160.05479702999202
1
0.1%
159.56049023624502
1
0.1%
entropy_atomic_radius
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
entropy_fie
1.00
entropy_FusionHeat
0.98
entropy_Valence
0.98
entropy_atomic_mass
0.95
entropy_Density
0.93
entropy_ThermalConductivity
0.86
gmean_Density
0.82
std_fie
-0.81
wtd_entropy_FusionHeat
0.78
entropy_ElectronAffinity
0.78
gmean_ThermalConductivity
0.77
wtd_entropy_Density
0.76
std_atomic_radius
-0.70
wtd_entropy_atomic_radius
0.70

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
1.00
range_Valence
0.59
range_ThermalConductivity
0.17
MOST FREQUENT VALUES
1.25670056650299
233
13.2%
1.27527399052522
94
5.3%
1.5012175848773401
85
4.8%
1.51953736136792
83
4.7%
1.50445986331947
70
4.0%
1.25366237079374
52
2.9%
1.50301899461572
46
2.6%
1.2592439721428899
41
2.3%
1.2504842302593402
39
2.2%
1.49986114126876
39
2.2%
1.50732079160841
38
2.2%
1.50699778198989
35
2.0%
1.50367904862732
35
2.0%
1.25186775273773
33
1.9%
1.49187332206461
30
1.7%
SMALLEST VALUES
0.972142053297261
6
0.3%
0.973128575976492
1
0.1%
1.19713153644948
1
0.1%
1.2407520354388202
1
0.1%
1.2481044493831002
18
1.0%
1.2504842302593402
39
2.2%
1.25186775273773
33
1.9%
1.25239790075104
22
1.2%
1.25316722482293
16
0.9%
1.25366237079374
52
2.9%
1.25460859180271
25
1.4%
1.25570514472447
6
0.3%
1.25670056650299
233
13.2%
1.2577530395443202
25
1.4%
1.25790066687621
1
0.1%
LARGEST VALUES
1.87998617782424
15
0.8%
1.8786626368489998
3
0.2%
1.8770679744843601
8
0.5%
1.8758040079034999
1
0.1%
1.87066354230173
1
0.1%
1.8702961822884399
1
0.1%
1.8694745308924
1
0.1%
1.86918611113157
2
0.1%
1.7183968551050401
1
0.1%
1.7178983775041698
6
0.3%
1.71777565630448
1
0.1%
1.71738865543458
1
0.1%
1.7172393059974298
3
0.2%
1.7171370431605901
25
1.4%
1.7169364988621203
4
0.2%
wtd_entropy_atomic_radius
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_entropy_atomic_mass
0.89
wtd_entropy_FusionHeat
0.89
wtd_entropy_Density
0.76
entropy_FusionHeat
0.71
entropy_fie
0.70
wtd_entropy_Valence
0.70
entropy_atomic_radius
0.70
entropy_Valence
0.66
range_atomic_mass
0.63
wtd_entropy_ThermalConductivity
0.61
entropy_ThermalConductivity
0.60
entropy_atomic_mass
0.59
wtd_range_atomic_radius
-0.59
std_fie
-0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.73
range_Valence
0.57
range_ThermalConductivity
0.10
MOST FREQUENT VALUES
1.339742693422
53
3.0%
1.1600597511597601
24
1.4%
1.16683237250706
20
1.1%
1.57318466329146
20
1.1%
1.3451629421373998
17
1.0%
1.3476501035762
14
0.8%
1.32677160799004
13
0.7%
1.19273404990926
13
0.7%
1.17306591006094
11
0.6%
1.1332800836156898
10
0.6%
1.1759096991526399
10
0.6%
1.3469540584742599
9
0.5%
1.3725162410674399
9
0.5%
1.4560112803995002
9
0.5%
1.33924280475906
9
0.5%
SMALLEST VALUES
0.540477431302111
1
0.1%
0.7957407785663859
1
0.1%
0.88802301597645
1
0.1%
0.941584850476987
2
0.1%
0.983181570530505
1
0.1%
0.9879602805736359
1
0.1%
1.0043995830710601
1
0.1%
1.00727210017649
3
0.2%
1.00993035195536
2
0.1%
1.0133898495773799
1
0.1%
1.01928975234792
1
0.1%
1.0252470362322
1
0.1%
1.03170588535009
1
0.1%
1.04478578565055
1
0.1%
1.05122859336483
1
0.1%
LARGEST VALUES
1.79262150399379
1
0.1%
1.7916992342374798
1
0.1%
1.7891830921743799
1
0.1%
1.7891453139093199
1
0.1%
1.7859371451783501
1
0.1%
1.7813124649822598
1
0.1%
1.74244139802627
1
0.1%
1.7355823414444098
1
0.1%
1.7353757474271203
1
0.1%
1.7349393206906798
1
0.1%
1.73389548138137
1
0.1%
1.7329535259348798
1
0.1%
1.7310973204412698
1
0.1%
1.73023678432293
2
0.1%
1.7301396515733103
1
0.1%
range_atomic_radius
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_atomic_radius
0.83
wtd_gmean_Valence
-0.69
mean_atomic_radius
0.68
wtd_mean_Valence
-0.68
wtd_std_atomic_radius
0.66
wtd_std_Valence
-0.62
range_fie
0.53
wtd_std_atomic_mass
-0.51
wtd_entropy_ThermalConductivity
-0.49
std_Valence
-0.49
mean_Valence
-0.46
gmean_atomic_radius
0.44
gmean_Valence
-0.42
wtd_std_ThermalConductivity
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.57
number_of_elements
0.43
range_ThermalConductivity
0.17
MOST FREQUENT VALUES
205
1,168
66.1%
171
439
24.9%
158
45
2.5%
199
20
1.1%
147
19
1.1%
174
15
0.8%
183
14
0.8%
190
11
0.6%
178
10
0.6%
211
8
0.5%
195
6
0.3%
185
4
0.2%
180
2
0.1%
153
1
0.1%
250
1
0.1%
SMALLEST VALUES
142
1
0.1%
147
19
1.1%
153
1
0.1%
158
45
2.5%
171
439
24.9%
174
15
0.8%
177
1
0.1%
178
10
0.6%
180
2
0.1%
183
14
0.8%
185
4
0.2%
190
11
0.6%
195
6
0.3%
199
20
1.1%
205
1,168
66.1%
LARGEST VALUES
250
1
0.1%
217
1
0.1%
211
8
0.5%
205
1,168
66.1%
199
20
1.1%
195
6
0.3%
190
11
0.6%
185
4
0.2%
183
14
0.8%
180
2
0.1%
178
10
0.6%
177
1
0.1%
174
15
0.8%
171
439
24.9%
158
45
2.5%
wtd_range_atomic_radius
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_range_atomic_mass
0.75
wtd_mean_atomic_radius
0.68
wtd_gmean_fie
-0.68
wtd_gmean_atomic_radius
0.68
wtd_gmean_atomic_mass
0.68
wtd_range_Density
0.67
wtd_mean_fie
-0.66
wtd_mean_Density
0.65
wtd_gmean_FusionHeat
0.64
wtd_gmean_Density
0.64
wtd_mean_atomic_mass
0.61
wtd_entropy_atomic_radius
-0.59
wtd_mean_FusionHeat
0.57
wtd_range_FusionHeat
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.25
number_of_elements
0.21
range_ThermalConductivity
0.15
MOST FREQUENT VALUES
65.4285714285714
85
4.8%
22.615384615384603
53
3.0%
46.842857142857106
24
1.4%
16.266666666666698
20
1.1%
35.123076923076894
19
1.1%
21.538461538461497
17
1.0%
21.0
15
0.8%
44.5
14
0.8%
43.88571428571429
13
0.7%
55.28571428571429
13
0.7%
24.533333333333303
13
0.7%
48.75
10
0.6%
50.4785714285714
10
0.6%
39.0
10
0.6%
21.1538461538462
9
0.5%
SMALLEST VALUES
3.4000000000000097
1
0.1%
4.5
1
0.1%
6.5333333333333306
3
0.2%
6.876033057851241
1
0.1%
6.93
1
0.1%
7.052007899934161
1
0.1%
7.13272010512483
1
0.1%
7.213114754098361
1
0.1%
7.58
1
0.1%
8.69931140015302
1
0.1%
8.74615384615384
1
0.1%
8.842105263157901
1
0.1%
8.98544131028207
1
0.1%
9.58904109589041
1
0.1%
9.71556407798019
1
0.1%
LARGEST VALUES
175.2
1
0.1%
142.666666666667
1
0.1%
89.22
2
0.1%
89.07
1
0.1%
88.815
1
0.1%
87.9
1
0.1%
85.08
1
0.1%
84.5625
1
0.1%
84.3473861720068
1
0.1%
80.94
1
0.1%
79.3875
1
0.1%
79.05
1
0.1%
77.4
1
0.1%
76.8
1
0.1%
76.3333333333333
1
0.1%
std_atomic_radius
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
range_atomic_radius
0.83
entropy_ThermalConductivity
-0.72
entropy_atomic_radius
-0.70
std_fie
0.70
wtd_std_atomic_radius
0.70
gmean_ThermalConductivity
-0.69
entropy_fie
-0.68
wtd_gmean_Valence
-0.67
wtd_mean_Valence
-0.65
wtd_entropy_ThermalConductivity
-0.65
entropy_FusionHeat
-0.64
wtd_std_Valence
-0.62
mean_atomic_radius
0.62
entropy_Valence
-0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.69
range_Valence
0.62
range_ThermalConductivity
0.20
MOST FREQUENT VALUES
77.5258021564434
233
13.2%
65.5796271718588
94
5.3%
69.92281458865911
85
4.8%
58.6085318021191
83
4.7%
69.4244913557168
70
4.0%
79.8717722352522
52
2.9%
69.6178138122708
46
2.6%
75.23754049674942
41
2.3%
76.79322886817559
39
2.2%
82.1857651908163
39
2.2%
67.2113085722931
38
2.2%
69.52121978216441
36
2.0%
70.4062497225921
35
2.0%
81.1892080266829
33
1.9%
71.7924787146954
30
1.7%
SMALLEST VALUES
49.931381486424506
15
0.8%
52.850192593242795
1
0.1%
53.0013102563407
6
0.3%
53.4405172962322
1
0.1%
53.5051399400095
2
0.1%
53.5249163162976
25
1.4%
53.5518959100008
3
0.2%
53.6561235259941
3
0.2%
53.661490433602
4
0.2%
53.8846504633328
1
0.1%
54.0256930562124
8
0.5%
54.282962336261605
7
0.4%
54.2932776686028
3
0.2%
54.3227392534655
7
0.4%
54.6238043347404
4
0.2%
LARGEST VALUES
88.48269604843651
1
0.1%
87.52005484458981
1
0.1%
84.90700795576299
8
0.5%
83.39476902060458
18
1.0%
82.4461036071445
5
0.3%
82.1857651908163
39
2.2%
81.1892080266829
33
1.9%
80.80338792402209
22
1.2%
80.2387063704295
16
0.9%
79.8717722352522
52
2.9%
79.80576420284441
1
0.1%
79.5472186817365
1
0.1%
79.40881563151541
1
0.1%
79.1612278833521
25
1.4%
78.9186923358465
13
0.7%
wtd_std_atomic_radius
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_gmean_Valence
-0.76
wtd_mean_Valence
-0.73
wtd_std_fie
0.73
wtd_entropy_fie
-0.71
wtd_entropy_ElectronAffinity
-0.71
std_atomic_radius
0.70
wtd_gmean_ThermalConductivity
-0.68
wtd_mean_ElectronAffinity
0.68
wtd_mean_atomic_mass
-0.68
wtd_gmean_Density
-0.68
wtd_std_FusionHeat
0.67
wtd_gmean_ElectronAffinity
0.66
range_atomic_radius
0.66
wtd_gmean_atomic_mass
-0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.53
number_of_elements
0.48
range_ThermalConductivity
0.12
MOST FREQUENT VALUES
79.2353994166121
53
3.0%
67.11145770359961
24
1.4%
66.3192949969229
20
1.1%
67.9114068744969
20
1.1%
80.63549367515951
17
1.0%
81.3906497690151
14
0.8%
67.3728825724597
13
0.7%
76.1077014645839
13
0.7%
69.2652399792837
11
0.6%
70.11320692789829
10
0.6%
70.06090644749679
10
0.6%
79.32421060936409
9
0.5%
81.1712340103884
9
0.5%
51.9831703534904
9
0.5%
79.9084476135033
9
0.5%
SMALLEST VALUES
40.7337409811693
1
0.1%
43.026742309888704
1
0.1%
43.4479105750016
1
0.1%
43.979853342183894
1
0.1%
44.335039566164106
1
0.1%
44.87103433421411
1
0.1%
45.047344692988204
1
0.1%
45.1467561607336
1
0.1%
45.2517109483166
1
0.1%
45.31456412923139
1
0.1%
45.98973315377629
1
0.1%
46.4378317993231
1
0.1%
46.85282808966821
1
0.1%
47.0599045407512
1
0.1%
47.0727104067645
1
0.1%
LARGEST VALUES
86.1127046968337
1
0.1%
86.0540537205496
1
0.1%
86.0112605347434
5
0.3%
85.9096052694402
1
0.1%
83.8639520233789
1
0.1%
83.8080182873809
1
0.1%
83.4982614929062
1
0.1%
83.22576894222709
1
0.1%
82.82366461969609
1
0.1%
82.7095915766455
1
0.1%
82.4843418281649
1
0.1%
82.4444831757859
2
0.1%
82.3521626501587
1
0.1%
82.32153929787859
1
0.1%
82.21831589628759
1
0.1%
mean_Density
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
gmean_atomic_mass
0.72
gmean_Density
0.72
mean_atomic_mass
0.67
wtd_entropy_Density
0.55
std_Density
0.53
range_Density
0.49
gmean_Valence
0.48
entropy_ElectronAffinity
0.45
entropy_Density
0.44
std_atomic_mass
0.42
wtd_mean_atomic_mass
0.41
mean_Valence
0.41
std_fie
-0.40
wtd_std_atomic_mass
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.32
number_of_elements
0.31
range_ThermalConductivity
0.25
MOST FREQUENT VALUES
4235.85725
233
13.2%
4434.35725
94
5.3%
4816.6858
85
4.8%
4584.2858
83
4.7%
4963.4858
70
4.0%
5170.2858
46
2.6%
4654.35725
41
2.3%
4956.10725
39
2.2%
4716.6858
39
2.2%
5174.2858
38
2.2%
4617.8858
35
2.0%
5168.6858
35
2.0%
5093.10725
33
1.9%
5384.35725
33
1.9%
3928.6858
30
1.7%
SMALLEST VALUES
3388.70378
5
0.3%
3389.025
8
0.5%
3389.3286
1
0.1%
3495.6858
2
0.1%
3520.5715
2
0.1%
3536.85725
18
1.0%
3559.8858
1
0.1%
3605.4763333333294
1
0.1%
3698.6858
14
0.8%
3705.85725
1
0.1%
3764.4858
1
0.1%
3777.28125
1
0.1%
3780.6858
6
0.3%
3857.4858
8
0.5%
3909.4048333333294
1
0.1%
LARGEST VALUES
7678.6858
1
0.1%
7165.23816666667
6
0.3%
7022.40483333333
1
0.1%
6965.23816666667
11
0.6%
6903.5715
6
0.3%
6594.2858
1
0.1%
6558.5715
3
0.2%
6542.2858
4
0.2%
6485.347
1
0.1%
6476.23816666667
4
0.2%
6472.4858
1
0.1%
6430.2858
2
0.1%
6313.6858
7
0.4%
6312.0858
7
0.4%
6157.85725
1
0.1%
wtd_mean_Density
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_gmean_atomic_mass
0.98
wtd_mean_fie
-0.97
wtd_gmean_fie
-0.97
wtd_gmean_atomic_radius
0.96
wtd_gmean_Density
0.96
wtd_range_fie
-0.96
wtd_gmean_FusionHeat
0.95
wtd_mean_atomic_radius
0.95
wtd_mean_atomic_mass
0.93
wtd_range_ElectronAffinity
-0.93
wtd_std_fie
-0.92
wtd_mean_ElectronAffinity
-0.91
wtd_mean_FusionHeat
0.89
wtd_entropy_fie
0.89

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.18
range_Valence
0.14
range_ThermalConductivity
0.11
MOST FREQUENT VALUES
2952.4617692307697
53
3.0%
2961.4737142857102
24
1.4%
5481.918428571429
20
1.1%
2953.4288
20
1.1%
3216.2309999999998
14
0.8%
2936.3594285714303
13
0.7%
3156.2288
13
0.7%
3305.8463846153804
11
0.6%
5971.77557142857
10
0.6%
3276.79514285714
10
0.6%
5536.428625
9
0.5%
2446.5374
9
0.5%
2975.3379922480603
9
0.5%
3011.8463846153804
9
0.5%
2986.5879999999997
8
0.5%
SMALLEST VALUES
1527.5770000000002
1
0.1%
2223.5860000000002
1
0.1%
2393.4574
1
0.1%
2393.61657142857
1
0.1%
2419.9974
1
0.1%
2432.31361290323
1
0.1%
2446.5374
9
0.5%
2448.5879999999997
2
0.1%
2462.4614
1
0.1%
2467.86691666667
1
0.1%
2473.0774
2
0.1%
2498.44058823529
1
0.1%
2520.50942857143
1
0.1%
2522.83657142857
1
0.1%
2524.00014285714
1
0.1%
LARGEST VALUES
7563.6429
1
0.1%
7526.6429
1
0.1%
7448.81928571429
1
0.1%
7446.84835051547
1
0.1%
7406.2946875
1
0.1%
7388.33461139896
1
0.1%
7364.887263157891
1
0.1%
7325.939894736841
1
0.1%
7239.61602150538
1
0.1%
7235.26402173913
1
0.1%
7144.04766666667
1
0.1%
7034.81205263158
1
0.1%
6980.676736842111
1
0.1%
6960.6429
1
0.1%
6955.1587777777795
1
0.1%
gmean_Density
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
entropy_Density
0.90
entropy_atomic_mass
0.84
entropy_Valence
0.82
entropy_atomic_radius
0.82
std_fie
-0.81
entropy_fie
0.81
entropy_FusionHeat
0.81
entropy_ElectronAffinity
0.76
wtd_entropy_Density
0.73
mean_Density
0.72
gmean_FusionHeat
0.65
entropy_ThermalConductivity
0.65
gmean_ThermalConductivity
0.61
wtd_entropy_FusionHeat
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.80
range_Valence
0.47
range_ThermalConductivity
0.26
MOST FREQUENT VALUES
669.556587809389
233
13.2%
674.484751445268
94
5.3%
1074.9034884108999
85
4.8%
874.164786339504
83
4.7%
1096.1472838377902
70
4.0%
1123.5331002495698
46
2.6%
724.953210852388
41
2.3%
758.189874542393
39
2.2%
1059.4084822535199
39
2.2%
962.3642483800211
38
2.2%
1043.15379207048
35
2.0%
1123.3312256340303
35
2.0%
798.942947407027
33
1.9%
771.9378823612759
33
1.9%
884.9170905639301
30
1.7%
SMALLEST VALUES
107.482970519218
1
0.1%
112.55939971183399
5
0.3%
198.81983474757098
1
0.1%
202.541955900169
8
0.5%
230.164852160458
1
0.1%
393.46002797774696
6
0.3%
428.526415481517
6
0.3%
452.676543596251
18
1.0%
523.581437739598
1
0.1%
525.353993508459
2
0.1%
590.970936501288
9
0.5%
640.177765654808
2
0.1%
669.556587809389
233
13.2%
674.484751445268
94
5.3%
696.7508536607099
22
1.2%
LARGEST VALUES
1836.70821514932
6
0.3%
1809.7766146726
1
0.1%
1793.4199352529001
1
0.1%
1779.1978085087
11
0.6%
1763.1905324208801
6
0.3%
1707.6649422779901
3
0.2%
1703.03990026714
1
0.1%
1686.2534138331303
15
0.8%
1685.80268820952
4
0.2%
1638.8478922729598
1
0.1%
1631.18101208077
1
0.1%
1609.82876496849
1
0.1%
1591.7276844734602
8
0.5%
1590.65782871759
1
0.1%
1588.1389802623498
1
0.1%
wtd_gmean_Density
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_mean_fie
-0.97
wtd_gmean_atomic_radius
0.97
wtd_gmean_FusionHeat
0.97
wtd_gmean_fie
-0.97
wtd_gmean_atomic_mass
0.97
wtd_std_fie
-0.96
wtd_mean_Density
0.96
wtd_mean_atomic_radius
0.94
wtd_gmean_ThermalConductivity
0.94
wtd_range_fie
-0.94
wtd_mean_ElectronAffinity
-0.93
wtd_range_ElectronAffinity
-0.90
wtd_mean_atomic_mass
0.90
wtd_mean_FusionHeat
0.89

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.22
range_Valence
0.15
range_ThermalConductivity
0.07
MOST FREQUENT VALUES
66.3421689582226
53
3.0%
53.42701748879029
24
1.4%
1780.0774473504603
20
1.1%
64.6228811852236
20
1.1%
69.3112183157362
14
0.8%
53.1040703916268
13
0.7%
71.2372358793645
13
0.7%
70.0484337468342
11
0.6%
56.4346237469123
10
0.6%
1930.85812788283
10
0.6%
68.3455537043014
9
0.5%
1814.76813123077
9
0.5%
35.573112300598
9
0.5%
67.15985260784511
9
0.5%
53.7519285564517
8
0.5%
SMALLEST VALUES
9.23474149503045
1
0.1%
16.603905396939002
1
0.1%
23.374188495285697
1
0.1%
31.126378038917302
1
0.1%
33.6596110463353
1
0.1%
33.8336404306988
1
0.1%
34.58320159847
1
0.1%
35.0746648476731
1
0.1%
35.268012461563
1
0.1%
35.573112300598
9
0.5%
35.875574420858605
1
0.1%
36.078643210040795
2
0.1%
37.3214232638758
1
0.1%
37.404692388563596
1
0.1%
39.7058084580045
1
0.1%
LARGEST VALUES
4308.2417384582595
1
0.1%
3954.4669322916798
1
0.1%
3856.9060601067104
1
0.1%
3535.2065503017207
1
0.1%
3324.0908301547997
1
0.1%
3133.53153610537
1
0.1%
3116.5857167356703
1
0.1%
3072.7020306865
1
0.1%
3063.1543870147802
1
0.1%
3035.5084331656603
1
0.1%
3026.56929162688
1
0.1%
3011.33055717939
1
0.1%
2997.2355728438397
1
0.1%
2973.95450356643
1
0.1%
2970.02390914411
1
0.1%
entropy_Density
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
entropy_atomic_mass
0.98
entropy_Valence
0.95
entropy_FusionHeat
0.94
entropy_fie
0.94
entropy_atomic_radius
0.93
gmean_Density
0.90
entropy_ElectronAffinity
0.80
std_fie
-0.80
entropy_ThermalConductivity
0.71
gmean_FusionHeat
0.70
wtd_entropy_Density
0.69
gmean_ThermalConductivity
0.65
wtd_entropy_FusionHeat
0.64
wtd_entropy_Valence
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.94
range_Valence
0.46
range_ThermalConductivity
0.30
MOST FREQUENT VALUES
1.01540712310099
233
13.2%
0.995982779568411
94
5.3%
1.32221306724433
85
4.8%
1.1617743565100702
83
4.7%
1.3180416651861002
70
4.0%
1.3095432127750701
46
2.6%
1.03312880053102
41
2.3%
1.32393024336346
39
2.2%
1.03401612116771
39
2.2%
1.16506544127006
38
2.2%
1.30961869274625
35
2.0%
1.32454830505054
35
2.0%
1.02538153140938
33
1.9%
1.03227077724971
33
1.9%
1.27614721403569
30
1.7%
SMALLEST VALUES
0.19823289723357398
1
0.1%
0.6766017541132979
6
0.3%
0.6776589389496029
1
0.1%
0.771702225515271
18
1.0%
0.850948817088487
1
0.1%
0.863421197328189
2
0.1%
0.9231846672482859
9
0.5%
0.9806429805062671
5
0.3%
0.995982779568411
94
5.3%
0.9981413833017191
20
1.1%
1.00208419411985
1
0.1%
1.01540712310099
233
13.2%
1.01547149006152
5
0.3%
1.01632733075718
8
0.5%
1.01702957712381
1
0.1%
LARGEST VALUES
1.7192794201817803
1
0.1%
1.7110793515937
1
0.1%
1.6266672858184201
15
0.8%
1.61971392368883
1
0.1%
1.61533893769409
3
0.2%
1.6068535786668199
8
0.5%
1.58557649297416
2
0.1%
1.5579426132965202
3
0.2%
1.5552135091828603
1
0.1%
1.5408226250362802
1
0.1%
1.53786087596212
1
0.1%
1.53777656550968
1
0.1%
1.5372577898206699
1
0.1%
1.5369115682041299
1
0.1%
1.53629316423446
1
0.1%
wtd_entropy_Density
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_entropy_FusionHeat
0.90
wtd_entropy_Valence
0.84
wtd_entropy_atomic_radius
0.76
entropy_atomic_radius
0.76
entropy_fie
0.76
entropy_FusionHeat
0.74
gmean_Density
0.73
entropy_Valence
0.73
range_atomic_mass
0.72
wtd_entropy_atomic_mass
0.69
entropy_Density
0.69
std_fie
-0.66
wtd_entropy_ThermalConductivity
0.65
entropy_atomic_mass
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.79
range_Valence
0.62
range_ThermalConductivity
0.26
MOST FREQUENT VALUES
0.812798145814768
53
3.0%
0.7696283324878391
24
1.4%
1.0995124222073502
20
1.1%
0.810984912286634
20
1.1%
0.900462600202266
14
0.8%
0.791445302359929
13
0.7%
0.7186358431461991
13
0.7%
0.919686747733368
11
0.6%
0.8285585211274041
10
0.6%
0.898798531444537
10
0.6%
0.83774426816174
9
0.5%
0.584672398984906
9
0.5%
0.81277042040323
9
0.5%
1.09773600015173
9
0.5%
0.7457149351233009
8
0.5%
SMALLEST VALUES
0.0488043020586557
1
0.1%
0.45966611964080994
1
0.1%
0.530481157460993
1
0.1%
0.568437746534537
1
0.1%
0.577441064542012
1
0.1%
0.584672398984906
9
0.5%
0.588210076107478
1
0.1%
0.59024704166756
2
0.1%
0.597268242421537
1
0.1%
0.6209267308544859
1
0.1%
0.630366658488437
1
0.1%
0.6556586099210849
1
0.1%
0.6631196513260171
1
0.1%
0.67560517719063
1
0.1%
0.6831019150907861
3
0.2%
LARGEST VALUES
1.538259209954
1
0.1%
1.51827903625866
1
0.1%
1.5154213298466497
1
0.1%
1.5033945513536
1
0.1%
1.5001219585585999
1
0.1%
1.4985764195621598
1
0.1%
1.49367375799984
1
0.1%
1.4924722331023796
1
0.1%
1.4923849358048302
1
0.1%
1.4918676314943102
1
0.1%
1.4861702814881497
1
0.1%
1.4859365292624098
1
0.1%
1.4785516642546601
1
0.1%
1.4756388946963
1
0.1%
1.4611311481311002
1
0.1%
range_Density
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_Density
0.85
range_atomic_mass
0.76
wtd_entropy_ThermalConductivity
0.72
std_atomic_mass
0.70
wtd_std_Density
0.65
wtd_entropy_Density
0.65
wtd_std_atomic_mass
0.62
wtd_entropy_FusionHeat
0.59
wtd_gmean_ElectronAffinity
-0.56
wtd_entropy_Valence
0.56
mean_atomic_mass
0.55
gmean_ThermalConductivity
0.52
entropy_ThermalConductivity
0.52
wtd_entropy_atomic_radius
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.54
range_Valence
0.39
range_ThermalConductivity
0.13
MOST FREQUENT VALUES
8958.571
1,237
70.0%
9778.571
212
12.0%
11338.571000000002
110
6.2%
11848.571000000002
100
5.7%
9064.571
44
2.5%
9839.571
19
1.1%
9318.571
15
0.8%
10488.571000000002
10
0.6%
8958.749
6
0.3%
10278.571
5
0.3%
8959.9101
5
0.3%
13532.571000000002
2
0.1%
21448.571
1
0.1%
SMALLEST VALUES
8958.571
1,237
70.0%
8958.749
6
0.3%
8959.9101
5
0.3%
9064.571
44
2.5%
9318.571
15
0.8%
9778.571
212
12.0%
9839.571
19
1.1%
10278.571
5
0.3%
10488.571000000002
10
0.6%
11338.571000000002
110
6.2%
11848.571000000002
100
5.7%
13532.571000000002
2
0.1%
21448.571
1
0.1%
LARGEST VALUES
21448.571
1
0.1%
13532.571000000002
2
0.1%
11848.571000000002
100
5.7%
11338.571000000002
110
6.2%
10488.571000000002
10
0.6%
10278.571
5
0.3%
9839.571
19
1.1%
9778.571
212
12.0%
9318.571
15
0.8%
9064.571
44
2.5%
8959.9101
5
0.3%
8958.749
6
0.3%
8958.571
1,237
70.0%
wtd_range_Density
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_range_FusionHeat
0.96
wtd_range_ThermalConductivity
0.91
wtd_mean_atomic_radius
0.90
wtd_mean_ThermalConductivity
0.88
wtd_mean_FusionHeat
0.88
wtd_gmean_atomic_radius
0.87
wtd_gmean_FusionHeat
0.85
wtd_gmean_fie
-0.85
wtd_mean_fie
-0.84
wtd_mean_Density
0.83
wtd_gmean_Density
0.81
wtd_gmean_atomic_mass
0.81
wtd_range_fie
-0.80
wtd_gmean_ThermalConductivity
0.76

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.22
number_of_elements
0.18
range_ThermalConductivity
0.06
MOST FREQUENT VALUES
2066.92284615385
194
11.0%
3839.7958571428603
96
5.4%
1303.23786666667
81
4.6%
1623.48342857143
78
4.4%
2388.5712
39
2.2%
2074.90876061776
29
1.6%
1851.82628571429
27
1.5%
1579.58342857143
26
1.5%
2687.8571
21
1.2%
2444.821375
21
1.2%
1963.53823076923
20
1.1%
2025.569
19
1.1%
2082.95658139535
19
1.1%
1791.1426
19
1.1%
3711.7958571428603
17
1.0%
SMALLEST VALUES
994.4441111111109
1
0.1%
1030.12963636364
1
0.1%
1070.39093428259
2
0.1%
1071.5661754386
2
0.1%
1072.1547630279802
1
0.1%
1072.74399670692
2
0.1%
1077.13174904943
1
0.1%
1089.56019230769
1
0.1%
1155.2992903225802
1
0.1%
1173.5384311926598
1
0.1%
1174.30890163934
2
0.1%
1180.356875
1
0.1%
1193.9045333333302
6
0.3%
1205.4708510638302
1
0.1%
1226.34480519481
1
0.1%
LARGEST VALUES
5375.7142
1
0.1%
5255.92855
1
0.1%
4479.8979285714295
1
0.1%
4479.821375
1
0.1%
4379.8412222222205
1
0.1%
4072.5973636363597
3
0.2%
3982.1428333333297
1
0.1%
3949.7618333333294
1
0.1%
3839.7958571428603
96
5.4%
3831.23900570125
1
0.1%
3821.97412654628
1
0.1%
3813.9142
1
0.1%
3812.75392907801
1
0.1%
3807.7958571428603
2
0.1%
3804.1166238324395
2
0.1%
std_Density
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
range_Density
0.85
range_atomic_mass
0.84
std_atomic_mass
0.83
wtd_std_atomic_mass
0.75
wtd_entropy_ThermalConductivity
0.73
wtd_std_Density
0.68
mean_atomic_mass
0.58
wtd_entropy_Density
0.57
mean_Density
0.53
wtd_std_Valence
0.52
wtd_entropy_FusionHeat
0.52
wtd_gmean_ElectronAffinity
-0.52
wtd_std_atomic_radius
-0.51
wtd_mean_Valence
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.48
number_of_elements
0.43
range_ThermalConductivity
0.13
MOST FREQUENT VALUES
3194.93894591629
233
13.2%
3402.85619588643
94
5.3%
3084.72934185263
85
4.8%
4004.2732314774103
83
4.7%
3206.8490955463694
70
4.0%
3414.48894488276
46
2.6%
3306.1628967555
41
2.3%
3015.11065675649
39
2.2%
3479.09164682503
39
2.2%
4506.89548007568
38
2.2%
2958.0214919040995
35
2.0%
3412.73853514836
35
2.0%
3834.9982418356703
33
1.9%
3580.10255446791
33
1.9%
2922.9309080589896
30
1.7%
SMALLEST VALUES
2732.2651015425
1
0.1%
2815.23663666033
2
0.1%
2844.96589621331
3
0.2%
2859.6976828060997
6
0.3%
2867.14435792943
1
0.1%
2885.95290730922
2
0.1%
2922.9309080589896
30
1.7%
2928.94388742539
14
0.8%
2929.40813173642
1
0.1%
2934.50846514481
24
1.4%
2958.0214919040995
35
2.0%
2968.50854609627
5
0.3%
2993.37199753335
1
0.1%
2994.74661770966
11
0.6%
2999.0518201202503
3
0.2%
LARGEST VALUES
7455.09098491001
1
0.1%
4806.65591500822
1
0.1%
4724.62514461414
1
0.1%
4621.7160599420795
2
0.1%
4613.60013686521
20
1.1%
4606.71462097802
1
0.1%
4584.95795726924
2
0.1%
4573.11050863286
1
0.1%
4506.89548007568
38
2.2%
4447.91513518227
1
0.1%
4438.544853922679
25
1.4%
4414.407878699771
4
0.2%
4371.04554556396
1
0.1%
4366.50495596308
1
0.1%
4365.59284458914
6
0.3%
wtd_std_Density
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_std_atomic_mass
0.70
range_atomic_mass
0.68
std_Density
0.68
std_atomic_mass
0.66
range_Density
0.65
wtd_entropy_atomic_radius
0.56
wtd_entropy_ThermalConductivity
0.56
wtd_range_atomic_radius
-0.55
wtd_entropy_FusionHeat
0.51
mean_atomic_mass
0.49
wtd_range_ThermalConductivity
-0.48
wtd_range_FusionHeat
-0.48
wtd_range_Density
-0.44
wtd_entropy_Density
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.40
number_of_elements
0.37
range_ThermalConductivity
0.10
MOST FREQUENT VALUES
3639.1292471846004
53
3.0%
3581.8489209051795
24
1.4%
3275.9683070040196
20
1.1%
3977.06081745709
20
1.1%
3857.4301060978796
14
0.8%
3571.7444739799
13
0.7%
3797.7071746611
13
0.7%
3976.9074393158703
11
0.6%
3831.0851961365997
10
0.6%
3343.99416253471
10
0.6%
3669.61230309685
9
0.5%
3643.8840288369
9
0.5%
3831.60108252749
9
0.5%
3919.18305716073
9
0.5%
3591.74934290791
8
0.5%
SMALLEST VALUES
1771.4188232168399
1
0.1%
2412.92690131006
1
0.1%
2751.2442105895198
1
0.1%
2835.3555801017305
1
0.1%
2995.1706070206
1
0.1%
3006.2095764473997
1
0.1%
3006.85256531875
1
0.1%
3051.23911018714
1
0.1%
3056.8900597543397
1
0.1%
3063.31833143503
1
0.1%
3079.98266311726
1
0.1%
3103.36313567232
1
0.1%
3151.73839303058
1
0.1%
3183.86452805485
1
0.1%
3196.53508447738
1
0.1%
LARGEST VALUES
4713.53817363872
1
0.1%
4706.70702453411
1
0.1%
4703.589977109679
1
0.1%
4702.11382468014
1
0.1%
4701.15725346405
1
0.1%
4700.89617935478
1
0.1%
4700.54795384368
1
0.1%
4699.6767597136895
1
0.1%
4699.153613519529
1
0.1%
4696.882968109339
1
0.1%
4695.92053361497
2
0.1%
4695.04468906056
1
0.1%
4693.29044808008
1
0.1%
4691.53285500091
1
0.1%
4688.89031087748
1
0.1%
mean_ElectronAffinity
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
gmean_ElectronAffinity
0.86
gmean_ThermalConductivity
-0.66
std_fie
0.64
entropy_ThermalConductivity
-0.62
entropy_FusionHeat
-0.59
entropy_Valence
-0.56
entropy_atomic_radius
-0.53
entropy_atomic_mass
-0.52
entropy_fie
-0.52
gmean_atomic_radius
-0.51
mean_fie
0.51
entropy_Density
-0.50
wtd_entropy_atomic_radius
-0.49
gmean_Density
-0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.52
range_ThermalConductivity
0.29
range_Valence
0.26
MOST FREQUENT VALUES
77.2375
233
13.2%
82.3375
218
12.3%
79.6075
94
5.3%
62.09
86
4.9%
73.1
83
4.7%
65.23
70
4.0%
72.09
53
3.0%
84.49
46
2.6%
81.8375
41
2.3%
60.483999999999995
38
2.2%
74.83
35
2.0%
71.69
35
2.0%
91.35
33
1.9%
69.5
31
1.8%
76.17
31
1.8%
SMALLEST VALUES
50.85
2
0.1%
52.985714285714295
3
0.2%
53.225
2
0.1%
54.514285714285705
1
0.1%
55.0166666666667
1
0.1%
55.5866666666667
4
0.2%
56.75
21
1.2%
56.8083333333333
3
0.2%
57.5
2
0.1%
58.7
2
0.1%
58.9866666666667
6
0.3%
59.8166666666667
1
0.1%
60.01
1
0.1%
60.15
12
0.7%
60.483999999999995
38
2.2%
LARGEST VALUES
160.35
1
0.1%
131.89
1
0.1%
127.69
8
0.5%
111.766666666667
6
0.3%
106.17
4
0.2%
103.96666666666701
6
0.3%
103.15
1
0.1%
102.09
6
0.3%
101.09
1
0.1%
95.78
7
0.4%
92.3333333333333
1
0.1%
91.55
2
0.1%
91.35
33
1.9%
90.89
5
0.3%
90.4075
5
0.3%
wtd_mean_ElectronAffinity
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_mean_fie
0.95
wtd_gmean_fie
0.94
wtd_gmean_ElectronAffinity
0.94
wtd_range_fie
0.94
wtd_gmean_atomic_radius
-0.93
wtd_gmean_Density
-0.93
wtd_entropy_fie
-0.93
wtd_std_fie
0.92
wtd_range_ElectronAffinity
0.92
wtd_gmean_atomic_mass
-0.92
wtd_gmean_FusionHeat
-0.91
wtd_mean_Density
-0.91
wtd_gmean_ThermalConductivity
-0.91
wtd_mean_atomic_radius
-0.90

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.32
range_Valence
0.27
range_ThermalConductivity
0.17
MOST FREQUENT VALUES
110.738461538462
98
5.5%
109.16923076923099
53
3.0%
83.5142857142857
46
2.6%
111.77921428571399
24
1.4%
113.271428571429
24
1.4%
80.6
20
1.1%
105.475333333333
20
1.1%
111.472285714286
13
0.7%
112.10666666666701
13
0.7%
61.2391666666667
12
0.7%
113.46666666666701
11
0.6%
108.910852713178
9
0.5%
115.454
9
0.5%
73.07875
9
0.5%
109.88600000000001
9
0.5%
SMALLEST VALUES
55.283684210526296
1
0.1%
55.7833333333333
1
0.1%
56.1123271500843
1
0.1%
57.30875
3
0.2%
58.224
6
0.3%
59.352347826086906
1
0.1%
59.516000000000005
2
0.1%
59.539166666666695
1
0.1%
59.58
1
0.1%
59.6079400260756
1
0.1%
59.983673469387796
1
0.1%
60.2247422680412
1
0.1%
60.329347826086995
1
0.1%
60.347150259067405
1
0.1%
60.4708333333333
1
0.1%
LARGEST VALUES
139.8
1
0.1%
136.06075
1
0.1%
135.9215
3
0.2%
135.78225
1
0.1%
135.643
1
0.1%
133.137898686679
1
0.1%
127.19405555555599
1
0.1%
125.16923076923099
1
0.1%
122.08744769874501
1
0.1%
120.25580086580099
1
0.1%
119.90583333333299
1
0.1%
118.702765957447
1
0.1%
116.834270833333
1
0.1%
115.8145
1
0.1%
115.508195488722
1
0.1%
gmean_ElectronAffinity
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mean_ElectronAffinity
0.86
gmean_ThermalConductivity
-0.71
entropy_ThermalConductivity
-0.70
entropy_FusionHeat
-0.61
std_fie
0.59
entropy_Valence
-0.57
entropy_atomic_radius
-0.56
entropy_fie
-0.56
wtd_entropy_FusionHeat
-0.54
wtd_entropy_atomic_radius
-0.52
wtd_entropy_ThermalConductivity
-0.51
entropy_atomic_mass
-0.51
wtd_gmean_ElectronAffinity
0.45
entropy_Density
-0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.56
range_Valence
0.38
range_ThermalConductivity
0.17
MOST FREQUENT VALUES
53.52796464943871
233
13.2%
60.7214928257155
218
12.3%
48.477264684806606
94
5.3%
26.1868243919949
86
4.9%
33.1487827641917
83
4.7%
42.655032130208504
70
4.0%
53.1160816531692
53
3.0%
62.210509235202
46
2.6%
60.1231785550982
41
2.3%
29.177546397380098
38
2.2%
55.68190732960711
35
2.0%
52.696967477444495
35
2.0%
82.046890506221
33
1.9%
35.674469707768395
31
1.8%
58.7537238728356
31
1.8%
SMALLEST VALUES
24.139308616733103
1
0.1%
24.190716806782603
15
0.8%
24.330881547944998
2
0.1%
24.5609809260892
2
0.1%
25.792280068517602
2
0.1%
26.1868243919949
86
4.9%
26.249332902023802
1
0.1%
26.8461055783613
3
0.2%
27.7868485957919
2
0.1%
28.092039993129696
21
1.2%
28.410697307713598
3
0.2%
28.7376861754751
2
0.1%
28.902205131795803
1
0.1%
28.966245279162198
14
0.8%
29.177546397380098
38
2.2%
LARGEST VALUES
129.20331789425302
1
0.1%
94.56848147757229
6
0.3%
87.5485330305086
7
0.4%
86.1358700486235
1
0.1%
82.3208353907584
2
0.1%
82.046890506221
33
1.9%
78.36086479564399
7
0.4%
77.94749961030949
1
0.1%
77.1842986381169
4
0.2%
76.9902390044913
8
0.5%
74.16017413334559
9
0.5%
70.1414421401525
1
0.1%
69.8333146094209
5
0.3%
69.7781730002019
6
0.3%
69.6622498017832
6
0.3%
wtd_gmean_ElectronAffinity
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_mean_ElectronAffinity
0.94
wtd_entropy_fie
-0.93
wtd_range_fie
0.87
wtd_std_fie
0.87
wtd_range_ElectronAffinity
0.86
wtd_mean_fie
0.84
wtd_gmean_fie
0.83
wtd_gmean_FusionHeat
-0.83
wtd_gmean_ThermalConductivity
-0.82
wtd_gmean_atomic_radius
-0.82
wtd_gmean_Density
-0.82
wtd_entropy_Valence
-0.81
wtd_gmean_atomic_mass
-0.80
wtd_mean_Density
-0.80

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.46
range_Valence
0.42
range_ThermalConductivity
0.16
MOST FREQUENT VALUES
89.9629157631912
71
4.0%
86.5393772975223
53
3.0%
60.65241350591129
46
2.6%
89.96291576319109
27
1.5%
103.94732073931
24
1.4%
98.4119621279586
24
1.4%
56.435929393975805
20
1.1%
68.5472871662888
20
1.1%
91.43115378702129
13
0.7%
96.99835662934309
13
0.7%
26.7985685908648
12
0.7%
94.5577920831499
11
0.6%
36.132145739785706
9
0.5%
97.2005565474433
9
0.5%
92.0925136518663
9
0.5%
SMALLEST VALUES
25.695536752329303
1
0.1%
26.710258732261895
1
0.1%
26.7985685908648
12
0.7%
26.923029312579697
1
0.1%
27.086030210373
1
0.1%
27.410625018569498
1
0.1%
27.4547292282097
2
0.1%
27.9741352262309
1
0.1%
28.0212474186264
1
0.1%
28.1900382865725
1
0.1%
28.454699052524802
1
0.1%
28.590342687999396
1
0.1%
28.678022438232798
6
0.3%
29.7117040593427
1
0.1%
30.7182129305347
1
0.1%
LARGEST VALUES
118.889378608126
1
0.1%
118.11759081233299
1
0.1%
117.72747514259198
3
0.2%
117.338647936616
1
0.1%
116.95110493889999
1
0.1%
116.851573969307
1
0.1%
114.141778096772
1
0.1%
109.262564442223
1
0.1%
106.188130080912
1
0.1%
105.99320086839899
1
0.1%
104.256329530861
1
0.1%
103.94732073931
24
1.4%
103.94650616340401
1
0.1%
103.945691593883
1
0.1%
103.944877030744
1
0.1%
entropy_ElectronAffinity
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
entropy_Density
0.80
entropy_atomic_radius
0.78
entropy_fie
0.77
entropy_atomic_mass
0.77
gmean_Density
0.76
entropy_Valence
0.74
entropy_FusionHeat
0.73
mean_Valence
0.66
gmean_Valence
0.65
wtd_entropy_Density
0.62
std_fie
-0.57
std_Valence
0.54
gmean_FusionHeat
0.54
wtd_entropy_FusionHeat
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.78
range_Valence
0.63
range_ThermalConductivity
0.15
MOST FREQUENT VALUES
1.10518217403612
233
13.2%
1.1640132003213999
218
12.3%
1.0966717687752099
94
5.3%
1.13042757181707
86
4.9%
1.20088590631532
83
4.7%
1.25339388367421
70
4.0%
1.35742892856008
53
3.0%
1.39018429137881
46
2.6%
1.15968659338134
41
2.3%
1.11263862269811
38
2.2%
1.3751709753569699
35
2.0%
1.3540519616670803
35
2.0%
1.28520320008435
33
1.9%
1.40280858516607
31
1.8%
1.4264183815575
31
1.8%
SMALLEST VALUES
1.0175329482683
6
0.3%
1.027261091543
1
0.1%
1.04528364787516
2
0.1%
1.05768348464572
20
1.1%
1.07118954880035
9
0.5%
1.08387060400362
1
0.1%
1.0966717687752099
94
5.3%
1.10518217403612
233
13.2%
1.11263862269811
38
2.2%
1.12135037382873
15
0.8%
1.13042757181707
86
4.9%
1.13246251788999
1
0.1%
1.14853827742775
8
0.5%
1.15442179612317
5
0.3%
1.1581435970046898
14
0.8%
LARGEST VALUES
1.6521129929941398
2
0.1%
1.61738071536448
15
0.8%
1.6106164282422097
1
0.1%
1.5811939165961102
6
0.3%
1.5766843292707802
6
0.3%
1.57191568163984
1
0.1%
1.55590429007525
3
0.2%
1.55446831692462
8
0.5%
1.5530963108142901
4
0.2%
1.54320430253703
1
0.1%
1.52820701975853
7
0.4%
1.51576058780837
7
0.4%
1.5009935759270099
1
0.1%
1.4974106053570801
9
0.5%
1.4927064048257601
3
0.2%
wtd_entropy_ElectronAffinity
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_range_ElectronAffinity
-0.92
wtd_entropy_fie
0.91
wtd_range_fie
-0.88
wtd_gmean_atomic_mass
0.86
wtd_mean_Density
0.86
wtd_mean_fie
-0.85
wtd_mean_atomic_mass
0.84
wtd_gmean_fie
-0.84
wtd_std_fie
-0.83
wtd_gmean_atomic_radius
0.82
wtd_gmean_Density
0.82
wtd_gmean_FusionHeat
0.81
wtd_mean_ElectronAffinity
-0.79
wtd_mean_atomic_radius
0.78

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.40
number_of_elements
0.40
range_ThermalConductivity
0.20
MOST FREQUENT VALUES
0.802321609327215
67
3.8%
0.7627610320747981
53
3.0%
1.0123240051173399
46
2.6%
0.7776571559582591
24
1.4%
0.827671215145129
20
1.1%
0.9533713838831529
20
1.1%
0.822660771041162
18
1.0%
0.76856382803267
13
0.7%
0.820222918588272
13
0.7%
0.775687763187265
13
0.7%
1.06942023637028
12
0.7%
0.803975849377208
11
0.6%
0.7341497572017971
9
0.5%
0.6847890381808549
9
0.5%
0.766899508925827
9
0.5%
SMALLEST VALUES
0.461352441974821
1
0.1%
0.514717685415037
1
0.1%
0.521050877623806
1
0.1%
0.6225931073372729
1
0.1%
0.634143741966427
1
0.1%
0.635204579243313
1
0.1%
0.63588804067041
1
0.1%
0.638230098425183
1
0.1%
0.6394081877770451
1
0.1%
0.640591022176694
1
0.1%
0.6423742338612359
1
0.1%
0.643569057491182
1
0.1%
0.644768728052291
1
0.1%
0.645370390180314
2
0.1%
0.6460336310678871
1
0.1%
LARGEST VALUES
1.46703242325074
1
0.1%
1.4452923967440598
1
0.1%
1.4444648167267902
1
0.1%
1.4157384490032399
1
0.1%
1.40273211585172
1
0.1%
1.39152012376718
3
0.2%
1.38028780147057
1
0.1%
1.36934749869763
2
0.1%
1.36914899521314
1
0.1%
1.36714836646957
2
0.1%
1.36125380199394
1
0.1%
1.3481848483915502
1
0.1%
1.34792743285656
1
0.1%
1.33744927895797
1
0.1%
1.3347537950644701
1
0.1%
range_ElectronAffinity
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ElectronAffinity
0.92
wtd_std_ElectronAffinity
0.55
range_fie
0.50
mean_fie
0.46
gmean_fie
0.45
gmean_atomic_radius
-0.28
mean_atomic_radius
-0.27
entropy_fie
0.26
entropy_Valence
0.25
wtd_entropy_ElectronAffinity
0.24
entropy_atomic_radius
0.24
wtd_entropy_Valence
0.23
entropy_atomic_mass
0.22
wtd_entropy_fie
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_ThermalConductivity
0.53
range_Valence
0.45
number_of_elements
0.29
MOST FREQUENT VALUES
127.05
934
52.9%
138.63
370
21.0%
135.97
239
13.5%
141.0
124
7.0%
91.0
47
2.7%
93.0
17
1.0%
186.05
10
0.6%
314.05
8
0.5%
288.2
6
0.3%
133.4
6
0.3%
191.35
1
0.1%
81.4
1
0.1%
335.05
1
0.1%
181.05
1
0.1%
280.0
1
0.1%
SMALLEST VALUES
81.4
1
0.1%
91.0
47
2.7%
93.0
17
1.0%
127.05
934
52.9%
133.4
6
0.3%
135.97
239
13.5%
138.63
370
21.0%
141.0
124
7.0%
181.05
1
0.1%
186.05
10
0.6%
191.35
1
0.1%
280.0
1
0.1%
288.2
6
0.3%
314.05
8
0.5%
335.05
1
0.1%
LARGEST VALUES
335.05
1
0.1%
314.05
8
0.5%
288.2
6
0.3%
280.0
1
0.1%
191.35
1
0.1%
186.05
10
0.6%
181.05
1
0.1%
141.0
124
7.0%
138.63
370
21.0%
135.97
239
13.5%
133.4
6
0.3%
127.05
934
52.9%
93.0
17
1.0%
91.0
47
2.7%
81.4
1
0.1%
wtd_range_ElectronAffinity
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_range_fie
0.98
wtd_mean_fie
0.95
wtd_gmean_fie
0.94
wtd_entropy_fie
-0.94
wtd_mean_Density
-0.93
wtd_gmean_atomic_mass
-0.93
wtd_gmean_atomic_radius
-0.93
wtd_mean_ElectronAffinity
0.92
wtd_entropy_ElectronAffinity
-0.92
wtd_gmean_FusionHeat
-0.91
wtd_mean_atomic_radius
-0.91
wtd_std_fie
0.90
wtd_gmean_Density
-0.90
wtd_mean_atomic_mass
-0.88

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.25
range_Valence
0.23
range_ThermalConductivity
0.11
MOST FREQUENT VALUES
74.35384615384609
126
7.1%
46.9714285714286
69
3.9%
81.2886428571429
37
2.1%
75.742
35
2.0%
80.325
28
1.6%
73.94
24
1.4%
81.242
20
1.1%
29.49125
19
1.1%
75.93846153846151
19
1.1%
83.646
18
1.0%
35.196
16
0.9%
38.9991666666667
14
0.8%
73.82558139534879
14
0.8%
74.13214285714291
13
0.7%
74.5926315789474
12
0.7%
SMALLEST VALUES
18.6
1
0.1%
23.867368421052603
1
0.1%
24.0107757166948
1
0.1%
24.3751829268293
1
0.1%
24.645652173913003
1
0.1%
25.1691973969631
1
0.1%
25.193333333333303
3
0.2%
25.5010989010989
2
0.1%
25.5472527472527
1
0.1%
25.557268722466997
1
0.1%
25.7844444444444
2
0.1%
26.0022727272727
1
0.1%
26.062276785714303
1
0.1%
26.6752941176471
1
0.1%
27.073846153846198
1
0.1%
LARGEST VALUES
109.683166666667
1
0.1%
99.0589958158996
1
0.1%
94.7425
1
0.1%
92.4476623376623
1
0.1%
90.8185106382979
1
0.1%
88.8584375
1
0.1%
87.48392307692309
1
0.1%
85.566992481203
1
0.1%
85.2936
1
0.1%
84.76799999999999
1
0.1%
83.955
1
0.1%
83.8005
2
0.1%
83.646
18
1.0%
83.634
1
0.1%
83.5533
1
0.1%
std_ElectronAffinity
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
range_ElectronAffinity
0.92
wtd_std_ElectronAffinity
0.59
mean_fie
0.56
gmean_fie
0.54
range_fie
0.51
mean_Density
-0.34
gmean_atomic_radius
-0.33
gmean_atomic_mass
-0.33
gmean_Density
-0.28
mean_atomic_mass
-0.28
gmean_ElectronAffinity
-0.26
mean_atomic_radius
-0.26
entropy_ElectronAffinity
-0.26
std_fie
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_ThermalConductivity
0.46
range_Valence
0.37
number_of_elements
0.18
MOST FREQUENT VALUES
54.8307552268797
233
13.2%
51.12571973821
218
12.3%
54.3730969207199
94
5.3%
57.644743038719504
86
4.9%
57.645672517544604
83
4.7%
54.6063146531608
70
4.0%
50.1110406996303
53
3.0%
51.142197840921895
46
2.6%
51.4337118896741
41
2.3%
58.434336002045896
38
2.2%
49.277922034111796
35
2.0%
50.2814916246525
35
2.0%
40.6431728584273
33
1.9%
53.235197942714606
31
1.8%
47.3626815119246
31
1.8%
SMALLEST VALUES
35.8268366203635
1
0.1%
37.416488344044296
7
0.4%
37.827312883682296
7
0.4%
39.603479083984
6
0.3%
40.0215142142323
9
0.5%
40.4826814823327
2
0.1%
40.6431728584273
33
1.9%
45.903010219616604
6
0.3%
46.0698722051625
1
0.1%
46.2391868440612
1
0.1%
46.4988077804152
6
0.3%
46.9833534133014
2
0.1%
47.3626815119246
31
1.8%
47.39670452679171
11
0.6%
47.5543816987457
18
1.0%
LARGEST VALUES
119.802806311038
1
0.1%
112.191570093301
8
0.5%
103.506364538612
1
0.1%
94.1091328665231
6
0.3%
71.3509635534097
1
0.1%
69.8263302773388
6
0.3%
68.41707681566061
1
0.1%
66.0531876596429
4
0.2%
59.8997792984248
2
0.1%
58.8994091651181
1
0.1%
58.434336002045896
38
2.2%
57.8037367650224
15
0.8%
57.645672517544604
83
4.7%
57.644743038719504
86
4.9%
57.2968931094872
8
0.5%
wtd_std_ElectronAffinity
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_entropy_Valence
0.68
wtd_gmean_ElectronAffinity
-0.63
std_ElectronAffinity
0.59
wtd_entropy_fie
0.56
range_ElectronAffinity
0.55
wtd_entropy_FusionHeat
0.53
wtd_entropy_atomic_radius
0.50
wtd_entropy_atomic_mass
0.50
wtd_entropy_Density
0.49
range_Density
0.45
wtd_range_Valence
-0.44
wtd_range_fie
-0.43
wtd_mean_ElectronAffinity
-0.43
critical_temp
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.42
range_Valence
0.36
range_ThermalConductivity
0.34
MOST FREQUENT VALUES
47.2166412720955
98
5.5%
49.4457143606911
53
3.0%
50.34379458345611
46
2.6%
42.557892352952706
24
1.4%
39.8077420426054
24
1.4%
52.650295074468204
20
1.1%
52.670782269574204
20
1.1%
46.8188596851976
13
0.7%
43.15668265324221
13
0.7%
55.4748337023695
12
0.7%
44.694092326490896
11
0.6%
54.33815313329579
9
0.5%
49.54949563696421
9
0.5%
44.386373855047
9
0.5%
45.3356383433607
9
0.5%
SMALLEST VALUES
29.239801106539698
1
0.1%
32.1175640071525
1
0.1%
36.4386596548413
1
0.1%
37.286010365113604
1
0.1%
37.369896117094996
1
0.1%
38.91627634666379
1
0.1%
39.8071903034656
1
0.1%
39.8072691868083
1
0.1%
39.8073480489956
1
0.1%
39.807426890027706
1
0.1%
39.8075057099045
1
0.1%
39.8075845086263
1
0.1%
39.807663286193296
1
0.1%
39.8077420426054
24
1.4%
39.8118086978485
1
0.1%
LARGEST VALUES
91.2291329674769
1
0.1%
87.8155037067447
1
0.1%
81.1783838222959
1
0.1%
81.13854376326749
1
0.1%
71.73916469404979
1
0.1%
71.6002198665444
1
0.1%
71.46073353772691
3
0.2%
71.32070253045391
1
0.1%
64.046963910441
1
0.1%
59.6632413827741
1
0.1%
59.28338756618339
1
0.1%
59.0185811529028
1
0.1%
58.777126921371206
1
0.1%
58.7441780713373
1
0.1%
58.728541468069295
1
0.1%
mean_FusionHeat
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
gmean_FusionHeat
0.82
range_FusionHeat
0.75
std_FusionHeat
0.73
wtd_std_FusionHeat
0.47
wtd_std_ThermalConductivity
0.41
std_fie
-0.35
wtd_mean_FusionHeat
0.33
wtd_range_ThermalConductivity
0.32
wtd_std_atomic_mass
-0.29
gmean_atomic_radius
0.29
wtd_range_FusionHeat
0.29
gmean_Density
0.28
critical_temp
0.28
wtd_mean_ThermalConductivity
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_ThermalConductivity
0.30
number_of_elements
0.25
range_Valence
0.16
MOST FREQUENT VALUES
8.1805
233
13.2%
6.9055
135
7.6%
8.0144
85
4.8%
8.1524
83
4.7%
9.3044
70
4.0%
9.9844
46
2.6%
6.8124
40
2.3%
9.7844
40
2.3%
7.9244
39
2.2%
7.4555
39
2.2%
7.8044
35
2.0%
10.3055
33
1.9%
7.8305
33
1.9%
8.6844
30
1.7%
8.69366666666667
28
1.6%
SMALLEST VALUES
4.9705
1
0.1%
5.327999999999999
1
0.1%
5.3629999999999995
18
1.0%
5.5555
2
0.1%
5.67366666666667
6
0.3%
5.973
1
0.1%
5.9824
2
0.1%
6.0304
2
0.1%
6.19866666666667
6
0.3%
6.232
11
0.6%
6.3644
4
0.2%
6.3805
20
1.1%
6.4305
8
0.5%
6.4444
4
0.2%
6.46533333333333
1
0.1%
LARGEST VALUES
13.7444
4
0.2%
13.074000000000002
1
0.1%
12.165333333333301
6
0.3%
11.9044
1
0.1%
11.6844
2
0.1%
10.9444
7
0.4%
10.8305
6
0.3%
10.7444
3
0.2%
10.6444
2
0.1%
10.5444
1
0.1%
10.4603333333333
5
0.3%
10.3055
33
1.9%
10.2844
6
0.3%
10.110333333333301
3
0.2%
10.1036666666667
1
0.1%
wtd_mean_FusionHeat
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_gmean_FusionHeat
0.96
wtd_mean_atomic_radius
0.95
wtd_gmean_atomic_radius
0.94
wtd_mean_ThermalConductivity
0.93
wtd_mean_fie
-0.92
wtd_range_fie
-0.92
wtd_gmean_fie
-0.92
wtd_std_fie
-0.91
wtd_range_FusionHeat
0.90
wtd_mean_Density
0.89
wtd_gmean_Density
0.89
wtd_range_ThermalConductivity
0.88
wtd_range_Density
0.88
wtd_range_ElectronAffinity
-0.88

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.18
range_ThermalConductivity
0.14
range_Valence
0.14
MOST FREQUENT VALUES
5.250307692307691
55
3.1%
3.83471428571429
28
1.6%
9.560285714285712
20
1.1%
4.9544
20
1.1%
3.8468571428571403
18
1.0%
9.36028571428571
15
0.8%
5.1426153846153895
14
0.8%
5.328875
14
0.8%
5.4384
13
0.7%
5.904153846153849
11
0.6%
3.9925714285714307
10
0.6%
3.8225714285714303
10
0.6%
3.4596
9
0.5%
5.28928682170543
9
0.5%
9.09525
9
0.5%
SMALLEST VALUES
2.53544444444444
1
0.1%
2.9324
1
0.1%
3.3462
1
0.1%
3.3560000000000003
1
0.1%
3.4029
1
0.1%
3.4078571428571403
1
0.1%
3.4512987012987
1
0.1%
3.4596
9
0.5%
3.47401072386059
1
0.1%
3.48275268817204
1
0.1%
3.4936199999999995
1
0.1%
3.4944820143884905
1
0.1%
3.5003783783783797
1
0.1%
3.5062960288808704
1
0.1%
3.5152126696832595
1
0.1%
LARGEST VALUES
11.074571428571401
1
0.1%
10.8852857142857
1
0.1%
10.833142857142901
1
0.1%
10.8038571428571
1
0.1%
10.7745714285714
6
0.3%
10.7335
1
0.1%
10.696
1
0.1%
10.6924285714286
1
0.1%
10.5067142857143
1
0.1%
10.4801428571429
1
0.1%
10.360285714285698
5
0.3%
10.3317142857143
4
0.2%
10.3174285714286
1
0.1%
10.280285714285698
1
0.1%
10.2767777777778
1
0.1%
gmean_FusionHeat
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mean_FusionHeat
0.82
std_fie
-0.75
entropy_Density
0.70
entropy_FusionHeat
0.68
entropy_atomic_mass
0.67
gmean_Density
0.65
entropy_Valence
0.64
entropy_fie
0.64
entropy_atomic_radius
0.62
entropy_ThermalConductivity
0.57
gmean_ThermalConductivity
0.56
entropy_ElectronAffinity
0.54
wtd_entropy_FusionHeat
0.53
range_FusionHeat
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.64
range_Valence
0.38
range_ThermalConductivity
0.31
MOST FREQUENT VALUES
4.03556899860879
233
13.2%
3.4794748493632697
135
7.6%
4.54968458544814
85
4.8%
4.6464334920886
83
4.7%
5.16059335658217
70
4.0%
5.39298870946592
46
2.6%
3.83958497592852
40
2.3%
3.75001751098846
39
2.2%
4.492557453514849
39
2.2%
4.4115573720848795
35
2.0%
5.32876814648097
35
2.0%
4.63865243992239
33
1.9%
3.90551728529137
33
1.9%
4.9045659331416
30
1.7%
5.3961487492115
28
1.6%
SMALLEST VALUES
1.4773538962651298
1
0.1%
2.33194601005358
8
0.5%
2.55169283150618
1
0.1%
2.5915306231539197
18
1.0%
2.61156950281168
6
0.3%
2.62714801506905
2
0.1%
2.63626020060439
6
0.3%
2.71675616636258
5
0.3%
2.8835373202232004
1
0.1%
3.0988727411280297
2
0.1%
3.09989482865829
1
0.1%
3.1440604453947203
20
1.1%
3.2002069037845295
2
0.1%
3.24122375040231
8
0.5%
3.26445981654133
18
1.0%
LARGEST VALUES
6.25150124263461
4
0.2%
6.028637297577361
2
0.1%
6.02102205122746
5
0.3%
5.93144178721444
6
0.3%
5.921184819246809
3
0.2%
5.90101921283913
1
0.1%
5.89319457641868
1
0.1%
5.76776987674605
3
0.2%
5.75640468411754
12
0.7%
5.7328295972755
15
0.8%
5.66511014128778
7
0.4%
5.61264637878139
3
0.2%
5.585661251443111
2
0.1%
5.57074080387493
3
0.2%
5.55814433994387
1
0.1%
wtd_gmean_FusionHeat
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_gmean_atomic_radius
0.99
wtd_mean_fie
-0.98
wtd_gmean_fie
-0.97
wtd_gmean_Density
0.97
wtd_mean_atomic_radius
0.97
wtd_std_fie
-0.96
wtd_range_fie
-0.96
wtd_mean_FusionHeat
0.96
wtd_mean_Density
0.95
wtd_gmean_ThermalConductivity
0.94
wtd_gmean_atomic_mass
0.94
wtd_mean_ElectronAffinity
-0.91
wtd_range_ElectronAffinity
-0.91
wtd_entropy_fie
0.90

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.21
range_Valence
0.17
range_ThermalConductivity
0.09
MOST FREQUENT VALUES
1.33691977973836
55
3.1%
1.0392111922717702
28
1.6%
1.3218752823858502
20
1.1%
6.229662612517671
20
1.1%
1.04098598567486
18
1.0%
6.114138357529
15
0.8%
1.3749565668763102
14
0.8%
1.32351251551303
14
0.8%
1.38101878783204
13
0.7%
1.3954579385482202
11
0.6%
1.03743942474191
10
0.6%
1.06399095142599
10
0.6%
1.3161447747078998
9
0.5%
0.897545257227246
9
0.5%
1.35565737416138
9
0.5%
SMALLEST VALUES
0.5212641417124111
1
0.1%
0.8031591137874109
1
0.1%
0.834155473207653
1
0.1%
0.8395265328984008
1
0.1%
0.8679401575818549
1
0.1%
0.870045980634996
1
0.1%
0.87303748249915
1
0.1%
0.8756724272338741
1
0.1%
0.878482776241038
1
0.1%
0.8865413887396542
1
0.1%
0.897545257227246
9
0.5%
0.9042130293944721
1
0.1%
0.9086857071798771
2
0.1%
0.9359902280358992
1
0.1%
0.963314553445067
1
0.1%
LARGEST VALUES
8.57090227437568
1
0.1%
8.33601893566586
1
0.1%
7.9361578286439
1
0.1%
7.89317838224853
1
0.1%
7.77572726232311
1
0.1%
7.70708093444267
1
0.1%
7.702983323397159
1
0.1%
7.52564249001441
1
0.1%
7.46401163666979
1
0.1%
7.40874078802729
1
0.1%
7.34706022571975
1
0.1%
7.33270745232331
1
0.1%
7.25125626378865
1
0.1%
7.244108565153559
1
0.1%
7.1811263930800795
1
0.1%
entropy_FusionHeat
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
entropy_fie
0.98
entropy_atomic_radius
0.98
entropy_Valence
0.98
entropy_atomic_mass
0.96
entropy_Density
0.94
entropy_ThermalConductivity
0.84
std_fie
-0.83
gmean_Density
0.81
wtd_entropy_FusionHeat
0.78
gmean_ThermalConductivity
0.77
wtd_entropy_Density
0.74
entropy_ElectronAffinity
0.73
wtd_entropy_atomic_radius
0.71
wtd_entropy_Valence
0.69

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.98
range_Valence
0.55
range_ThermalConductivity
0.22
MOST FREQUENT VALUES
1.11209819664271
233
13.2%
1.08857534188499
135
7.6%
1.38465705322041
85
4.8%
1.3929374917506998
83
4.7%
1.3901973606151203
70
4.0%
1.37293807218046
46
2.6%
1.34550846737517
40
2.3%
1.10857252311689
39
2.2%
1.3808303009962601
39
2.2%
1.3788212891326699
35
2.0%
1.3746150520544897
35
2.0%
1.11278135480569
33
1.9%
1.06218814610639
33
1.9%
1.39642277844297
30
1.7%
1.61357762387019
28
1.6%
SMALLEST VALUES
0.304585543263933
1
0.1%
0.6852154662141949
6
0.3%
0.745960234631139
1
0.1%
0.965951596198528
2
0.1%
0.9920938761932321
1
0.1%
1.00028587914423
18
1.0%
1.04418073353965
20
1.1%
1.04474296689737
6
0.3%
1.06218814610639
33
1.9%
1.06747319560728
8
0.5%
1.06930850934214
18
1.0%
1.07748325597557
5
0.3%
1.07916148511242
2
0.1%
1.08438195120407
19
1.1%
1.0857894304149
14
0.8%
LARGEST VALUES
1.7715864329461202
1
0.1%
1.76630107086855
8
0.5%
1.76625746225644
1
0.1%
1.76589418791795
2
0.1%
1.7195807718633702
3
0.2%
1.7170877217483203
15
0.8%
1.6669036462663502
1
0.1%
1.6335698026921999
1
0.1%
1.6147440875526202
1
0.1%
1.61420241970182
4
0.2%
1.61405452244517
1
0.1%
1.61357762387019
28
1.6%
1.6094375896358202
1
0.1%
1.60943408472656
2
0.1%
1.60615513910855
3
0.2%
wtd_entropy_FusionHeat
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_entropy_Density
0.90
wtd_entropy_atomic_radius
0.89
entropy_atomic_radius
0.78
entropy_fie
0.78
entropy_FusionHeat
0.78
wtd_entropy_ThermalConductivity
0.75
wtd_entropy_Valence
0.75
range_atomic_mass
0.73
entropy_Valence
0.73
wtd_entropy_atomic_mass
0.71
entropy_ThermalConductivity
0.71
std_fie
-0.70
gmean_ThermalConductivity
0.67
entropy_atomic_mass
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.80
range_Valence
0.70
range_ThermalConductivity
0.20
MOST FREQUENT VALUES
1.04292735932209
53
3.0%
0.96403104867923
28
1.6%
1.39581372668179
20
1.1%
0.9751483337236999
20
1.1%
0.994998193254128
18
1.0%
1.0261649590146802
14
0.8%
0.962148675818072
13
0.7%
1.09854751023468
11
0.6%
0.923613782158969
10
0.6%
0.957022471169462
10
0.6%
0.927479442031317
10
0.6%
1.04203375695533
9
0.5%
1.01659565472184
9
0.5%
1.3310892097364
9
0.5%
0.929528858938636
9
0.5%
SMALLEST VALUES
0.151368045246798
1
0.1%
0.637905910172961
1
0.1%
0.651388956640107
1
0.1%
0.748634584412678
1
0.1%
0.8161783444004258
3
0.2%
0.818962254411564
2
0.1%
0.8229612988569829
1
0.1%
0.8307701272539592
1
0.1%
0.833611990146439
2
0.1%
0.849308245032759
1
0.1%
0.8628194164310141
1
0.1%
0.8666913564018109
1
0.1%
0.870479481433231
1
0.1%
0.872483047477076
1
0.1%
0.882547321448082
1
0.1%
LARGEST VALUES
1.6494334562783401
1
0.1%
1.64655901500815
1
0.1%
1.6465573855521398
1
0.1%
1.6429841614012
1
0.1%
1.6374315237710901
1
0.1%
1.6172133226749799
1
0.1%
1.5801646646101102
1
0.1%
1.57603051679654
1
0.1%
1.57593659693154
1
0.1%
1.57377254152946
1
0.1%
1.56340273405538
1
0.1%
1.56333840423053
2
0.1%
1.5535600691382598
1
0.1%
1.55354012813811
1
0.1%
1.55271814280373
1
0.1%
range_FusionHeat
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_FusionHeat
0.93
mean_FusionHeat
0.75
gmean_FusionHeat
0.51
mean_Density
0.38
entropy_ElectronAffinity
0.31
wtd_std_FusionHeat
0.30
gmean_Density
0.30
wtd_mean_FusionHeat
0.27
mean_Valence
0.24
gmean_Valence
0.24
wtd_range_FusionHeat
0.20
std_Density
0.20
wtd_gmean_FusionHeat
0.19
std_fie
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_ThermalConductivity
0.24
range_Valence
0.20
number_of_elements
0.18
MOST FREQUENT VALUES
12.878
1,336
75.7%
13.578
107
6.1%
16.977999999999998
79
4.5%
15.978
52
2.9%
19.678
49
2.8%
16.778
31
1.8%
16.578
28
1.6%
21.778000000000002
20
1.1%
10.677999999999999
20
1.1%
19.477999999999998
15
0.8%
35.778
11
0.6%
18.477999999999998
7
0.4%
20.778000000000002
3
0.2%
20.278
3
0.2%
12.978
2
0.1%
SMALLEST VALUES
10.677999999999999
20
1.1%
12.878
1,336
75.7%
12.978
2
0.1%
13.578
107
6.1%
15.978
52
2.9%
16.578
28
1.6%
16.778
31
1.8%
16.977999999999998
79
4.5%
18.477999999999998
7
0.4%
19.477999999999998
15
0.8%
19.678
49
2.8%
19.778
1
0.1%
20.278
3
0.2%
20.778000000000002
3
0.2%
21.778000000000002
20
1.1%
LARGEST VALUES
35.778
11
0.6%
26.578000000000003
1
0.1%
22.578000000000003
1
0.1%
21.778000000000002
20
1.1%
20.778000000000002
3
0.2%
20.278
3
0.2%
19.778
1
0.1%
19.678
49
2.8%
19.477999999999998
15
0.8%
18.477999999999998
7
0.4%
16.977999999999998
79
4.5%
16.778
31
1.8%
16.578
28
1.6%
15.978
52
2.9%
13.578
107
6.1%
wtd_range_FusionHeat
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_range_ThermalConductivity
0.96
wtd_range_Density
0.96
wtd_mean_ThermalConductivity
0.92
wtd_mean_FusionHeat
0.90
wtd_mean_atomic_radius
0.87
wtd_gmean_atomic_radius
0.83
wtd_gmean_FusionHeat
0.82
wtd_mean_fie
-0.78
wtd_gmean_fie
-0.78
wtd_mean_Density
0.76
wtd_gmean_Density
0.76
wtd_range_fie
-0.75
wtd_std_fie
-0.73
wtd_gmean_ThermalConductivity
0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.21
range_ThermalConductivity
0.16
number_of_elements
0.16
MOST FREQUENT VALUES
2.90353846153846
162
9.2%
5.58257142857143
96
5.4%
1.7445714285714298
91
5.2%
1.6282666666666699
72
4.1%
3.3749333333333302
26
1.5%
3.24725
26
1.5%
3.2195
23
1.3%
3.9078
21
1.2%
2.91692307692308
19
1.1%
2.4868
19
1.1%
5.395428571428571
17
1.0%
2.952375
16
0.9%
2.92776744186047
15
0.8%
4.34816666666667
15
0.8%
2.0468
14
0.8%
SMALLEST VALUES
1.06981818181818
1
0.1%
1.11863117870722
1
0.1%
1.13846153846154
1
0.1%
1.22583333333333
1
0.1%
1.25191489361702
1
0.1%
1.2828888888888899
1
0.1%
1.3070437890974098
1
0.1%
1.3111541218638
1
0.1%
1.3166690647481998
1
0.1%
1.31944144144144
1
0.1%
1.3222238267148
1
0.1%
1.32639649507119
2
0.1%
1.32641628959276
1
0.1%
1.32785087719298
2
0.1%
1.32813852813853
1
0.1%
LARGEST VALUES
8.92468619246862
1
0.1%
7.8156
1
0.1%
6.534142857142861
1
0.1%
6.52225
1
0.1%
6.1489
1
0.1%
5.934363636363639
3
0.2%
5.8098888888888895
1
0.1%
5.60088939566705
1
0.1%
5.586722593487839
1
0.1%
5.58257142857143
96
5.4%
5.57262411347518
1
0.1%
5.5594169261251105
2
0.1%
5.54125
1
0.1%
5.535785714285709
1
0.1%
5.53028571428571
1
0.1%
std_FusionHeat
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
range_FusionHeat
0.93
mean_FusionHeat
0.73
wtd_std_FusionHeat
0.43
gmean_ElectronAffinity
0.34
gmean_FusionHeat
0.31
mean_ElectronAffinity
0.30
wtd_range_FusionHeat
0.25
wtd_entropy_ThermalConductivity
-0.25
entropy_FusionHeat
-0.25
wtd_mean_FusionHeat
0.24
mean_Density
0.23
wtd_entropy_atomic_radius
-0.22
wtd_range_ThermalConductivity
0.21
wtd_range_Density
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_ThermalConductivity
0.31
range_Valence
0.27
number_of_elements
0.20
MOST FREQUENT VALUES
4.9481552875794
233
13.2%
4.599064116752451
135
7.6%
4.43821466808445
85
4.8%
4.36102637460495
83
4.7%
4.96386920053299
70
4.0%
5.70995739388658
46
2.6%
4.34020541449365
40
2.3%
4.4553048649896
39
2.2%
4.62523953433765
39
2.2%
5.46601989019433
35
2.0%
4.489231274951201
35
2.0%
7.1912440335452406
33
1.9%
4.75374491848269
33
1.9%
4.53905865130646
30
1.7%
4.16096630069934
28
1.6%
SMALLEST VALUES
3.64284847057791
1
0.1%
3.7824155274404
1
0.1%
3.83998220659143
1
0.1%
3.87692403846142
1
0.1%
3.90446923409572
1
0.1%
3.90499281547212
1
0.1%
3.91142940624013
1
0.1%
3.9150864897499003
1
0.1%
3.93225661960775
2
0.1%
3.93957217079328
6
0.3%
3.94047825636545
1
0.1%
3.94620577263781
11
0.6%
3.948253059547
1
0.1%
3.9634968427163195
4
0.2%
3.96564206655114
1
0.1%
LARGEST VALUES
16.250752351814402
1
0.1%
11.9756137813475
4
0.2%
11.440062451267
6
0.3%
8.66355108716974
1
0.1%
7.91296978068285
6
0.3%
7.57249849389222
1
0.1%
7.250095546956611
1
0.1%
7.1912440335452406
33
1.9%
7.08124038851951
7
0.4%
6.99833218988639
2
0.1%
6.8412135050897405
1
0.1%
6.8184148773743605
1
0.1%
6.77360505491721
3
0.2%
6.623488917481481
2
0.1%
6.5747077075714895
1
0.1%
wtd_std_FusionHeat
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_range_atomic_mass
-0.68
wtd_std_atomic_radius
0.67
wtd_mean_atomic_mass
-0.67
wtd_gmean_atomic_mass
-0.62
wtd_mean_ElectronAffinity
0.62
wtd_gmean_fie
0.61
wtd_gmean_Density
-0.61
wtd_mean_fie
0.60
wtd_gmean_ThermalConductivity
-0.59
wtd_mean_Density
-0.57
wtd_gmean_atomic_radius
-0.57
wtd_gmean_FusionHeat
-0.57
wtd_range_fie
0.56
wtd_std_fie
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_ThermalConductivity
0.37
range_Valence
0.25
number_of_elements
0.21
MOST FREQUENT VALUES
5.6485565669417594
55
3.1%
4.658301352402599
28
1.6%
5.2534095696667995
20
1.1%
4.35965010766053
20
1.1%
4.66691955388659
18
1.0%
4.30240204385164
15
0.8%
5.542635995187481
14
0.8%
5.657162902849361
14
0.8%
5.78014621268355
13
0.7%
6.714035606859519
11
0.6%
4.64963546519334
10
0.6%
4.75122164311883
10
0.6%
5.65296450346393
9
0.5%
4.46509241113776
9
0.5%
3.8735046066191803
9
0.5%
SMALLEST VALUES
2.38405683447354
1
0.1%
3.0699118739110802
1
0.1%
3.2191301903188396
1
0.1%
3.2766579951657997
1
0.1%
3.2787126884393705
1
0.1%
3.30468004491585
1
0.1%
3.55295153921356
1
0.1%
3.58141795257415
1
0.1%
3.5966016357652
1
0.1%
3.65614171592316
1
0.1%
3.67680192014745
4
0.2%
3.68008935217611
1
0.1%
3.6827689637010894
1
0.1%
3.68456835415843
1
0.1%
3.69466188261173
1
0.1%
LARGEST VALUES
15.462237285469598
1
0.1%
9.416588281173961
1
0.1%
7.158762059338349
1
0.1%
7.1271068576246295
1
0.1%
7.06492357609724
3
0.2%
6.77965337823359
1
0.1%
6.76868718044788
1
0.1%
6.7597202558032
1
0.1%
6.75796250806324
1
0.1%
6.7503498694512105
1
0.1%
6.7463065251133
1
0.1%
6.73916880085534
1
0.1%
6.73717546784528
1
0.1%
6.72970301420704
1
0.1%
6.72692408506687
1
0.1%
mean_ThermalConductivity
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ThermalConductivity
0.54
gmean_ThermalConductivity
0.49
gmean_atomic_mass
-0.36
mean_atomic_radius
-0.32
mean_atomic_mass
-0.31
range_fie
-0.31
mean_Valence
-0.28
entropy_ThermalConductivity
0.27
entropy_ElectronAffinity
-0.26
gmean_ElectronAffinity
-0.26
gmean_Valence
-0.26
std_atomic_radius
-0.25
gmean_atomic_radius
-0.25
wtd_std_ThermalConductivity
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_ThermalConductivity
0.64
range_Valence
0.38
number_of_elements
0.12
MOST FREQUENT VALUES
108.75664499999999
272
15.4%
112.00664499999999
94
5.3%
111.005316
87
4.9%
128.605316
83
4.7%
107.75664499999999
80
4.5%
89.605316
76
4.3%
102.805316
70
4.0%
107.25664499999999
49
2.8%
105.205316
48
2.7%
110.00443
41
2.3%
132.805316
38
2.2%
107.005316
36
2.0%
108.25664499999999
33
1.9%
134.005316
30
1.7%
92.805316
30
1.7%
SMALLEST VALUES
15.256645
1
0.1%
21.006645000000002
1
0.1%
31.506645000000002
18
1.0%
69.7180828571429
1
0.1%
70.14665428571429
1
0.1%
71.4169016666667
6
0.3%
74.6755266666667
1
0.1%
77.50443
2
0.1%
77.8377633333333
1
0.1%
78.00443
1
0.1%
78.3377633333333
1
0.1%
78.50443
2
0.1%
80.8377633333333
1
0.1%
81.8377633333333
7
0.4%
83.50443
1
0.1%
LARGEST VALUES
173.005316
5
0.3%
172.20531599999998
5
0.3%
153.256645
9
0.5%
138.256645
2
0.1%
137.675526666667
6
0.3%
136.605316
6
0.3%
136.20531599999998
2
0.1%
134.005316
30
1.7%
132.805316
38
2.2%
130.50443
9
0.5%
129.605316
8
0.5%
128.605316
83
4.7%
127.005316
14
0.8%
126.80531599999999
5
0.3%
126.205316
5
0.3%
wtd_mean_ThermalConductivity
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_range_ThermalConductivity
0.96
wtd_mean_FusionHeat
0.93
wtd_range_FusionHeat
0.92
wtd_mean_atomic_radius
0.89
wtd_gmean_FusionHeat
0.88
wtd_range_Density
0.88
wtd_gmean_atomic_radius
0.88
wtd_mean_fie
-0.85
wtd_gmean_fie
-0.84
wtd_range_fie
-0.84
wtd_gmean_ThermalConductivity
0.84
wtd_std_fie
-0.84
wtd_gmean_Density
0.82
wtd_mean_Density
0.82

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_ThermalConductivity
0.27
range_Valence
0.17
number_of_elements
0.15
MOST FREQUENT VALUES
96.3989276923077
61
3.5%
179.00379714285702
29
1.6%
61.343759999999996
24
1.4%
72.414176
20
1.1%
95.9373892307692
19
1.1%
178.146654285714
16
0.9%
61.5009028571429
15
0.8%
96.24508153846149
14
0.8%
110.214176
14
0.8%
96.0912353846154
11
0.6%
61.886617142857105
10
0.6%
11.775948
9
0.5%
96.3220046153846
9
0.5%
96.16815846153851
9
0.5%
135.7533225
9
0.5%
SMALLEST VALUES
7.035243137254901
1
0.1%
8.68230196078432
1
0.1%
8.987948
1
0.1%
9.39294552529183
1
0.1%
9.535948
1
0.1%
10.955948
2
0.1%
11.283947999999999
1
0.1%
11.775948
9
0.5%
12.595948
1
0.1%
13.415948
1
0.1%
27.7178492753623
1
0.1%
38.1151405857741
1
0.1%
44.1963163636364
1
0.1%
44.29947428571429
1
0.1%
45.6508618181818
1
0.1%
LARGEST VALUES
243.539316
1
0.1%
228.945921111111
1
0.1%
217.43236857142898
1
0.1%
207.573327142857
1
0.1%
206.6283225
1
0.1%
204.43236857142898
1
0.1%
197.93236857142898
1
0.1%
195.335548333333
1
0.1%
193.50221499999998
3
0.2%
193.41888166666698
2
0.1%
193.335548333333
1
0.1%
193.25221499999998
1
0.1%
193.16888166666698
3
0.2%
193.00221499999998
3
0.2%
191.177215
1
0.1%
gmean_ThermalConductivity
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
entropy_ThermalConductivity
0.95
std_fie
-0.79
entropy_FusionHeat
0.77
entropy_atomic_radius
0.77
entropy_fie
0.76
entropy_Valence
0.76
gmean_ElectronAffinity
-0.71
std_atomic_radius
-0.69
entropy_atomic_mass
0.67
wtd_entropy_FusionHeat
0.67
wtd_entropy_ThermalConductivity
0.66
mean_ElectronAffinity
-0.66
entropy_Density
0.65
gmean_Density
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.75
range_Valence
0.39
range_ThermalConductivity
0.27
MOST FREQUENT VALUES
7.55238461047956
272
15.4%
8.33981834610162
94
5.3%
13.1311731511324
87
4.9%
14.2876432915522
83
4.7%
7.06248773046785
80
4.5%
8.41891159935983
76
4.3%
12.0779352534017
70
4.0%
6.77360768587578
49
2.8%
12.4244037881723
48
2.7%
14.707605964599303
41
2.3%
17.747413171233198
38
2.2%
12.660978721082499
36
2.0%
7.31972361760292
33
1.9%
15.0203776250529
30
1.7%
11.0708623223116
27
1.5%
SMALLEST VALUES
1.39881255717324
1
0.1%
1.68708858494358
6
0.3%
1.96040264687623
1
0.1%
2.46015931862254
8
0.5%
3.36516841356608
1
0.1%
3.40209454244603
1
0.1%
3.5314566050141205
1
0.1%
3.5790084201332903
5
0.3%
3.6712845876451303
8
0.5%
3.8599916532593
1
0.1%
4.4225010797071995
1
0.1%
4.4231265707353495
18
1.0%
5.17034401171819
6
0.3%
6.244357387219191
13
0.7%
6.36112488838951
2
0.1%
LARGEST VALUES
23.212426766357602
2
0.1%
22.2035873441947
1
0.1%
21.601020872259998
1
0.1%
20.993749963650398
1
0.1%
20.9004276180713
9
0.5%
20.2718865908171
2
0.1%
19.7606169273624
6
0.3%
19.685810197530998
1
0.1%
19.2325551637384
1
0.1%
18.9993326956078
3
0.2%
18.8250309398017
1
0.1%
18.8092579448273
23
1.3%
18.6914593791635
2
0.1%
18.6201641735246
2
0.1%
18.420951193685102
1
0.1%
wtd_gmean_ThermalConductivity
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_std_fie
-0.95
wtd_gmean_Density
0.94
wtd_gmean_FusionHeat
0.94
wtd_mean_fie
-0.92
wtd_gmean_atomic_radius
0.92
wtd_gmean_fie
-0.91
wtd_mean_ElectronAffinity
-0.91
wtd_mean_atomic_radius
0.89
wtd_range_fie
-0.89
wtd_mean_Density
0.88
wtd_entropy_fie
0.87
wtd_gmean_atomic_mass
0.86
wtd_mean_FusionHeat
0.86
wtd_mean_ThermalConductivity
0.84

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.25
range_Valence
0.16
range_ThermalConductivity
0.07
MOST FREQUENT VALUES
1.0962954093136201
61
3.5%
26.5786364903901
29
1.6%
0.6294410225096719
24
1.4%
0.9691560776345579
20
1.1%
1.0601926965198
19
1.1%
24.976102251261395
16
0.9%
0.633909649832865
15
0.8%
1.2677829709981598
14
0.8%
1.0857909984195
11
0.6%
1.07390441706157
11
0.6%
0.659134716484096
10
0.6%
0.35154723298942
9
0.5%
1.12836566846972
9
0.5%
22.542528488863397
9
0.5%
1.0911948121189101
9
0.5%
SMALLEST VALUES
0.157784486710216
1
0.1%
0.309059330367228
1
0.1%
0.33163697808466
1
0.1%
0.345570299208121
2
0.1%
0.34754961973459897
1
0.1%
0.347948780739079
1
0.1%
0.35154723298942
9
0.5%
0.355053788689039
1
0.1%
0.357627542950639
1
0.1%
0.361372871376685
1
0.1%
0.36381301707119396
1
0.1%
0.37098641785911
1
0.1%
0.387347788723438
1
0.1%
0.388032882188991
1
0.1%
0.38811638137676896
1
0.1%
LARGEST VALUES
86.6910750654273
1
0.1%
67.5973191294897
1
0.1%
63.0780363804702
3
0.2%
62.760166495749104
2
0.1%
62.4235351831377
1
0.1%
62.065666689505996
1
0.1%
61.6835510879132
3
0.2%
60.8307931252345
3
0.2%
58.209125844194205
1
0.1%
56.0920613013552
1
0.1%
54.351041092616995
1
0.1%
52.8355110877073
1
0.1%
52.781286946340195
1
0.1%
51.59651222854771
1
0.1%
49.671205278562
1
0.1%
entropy_ThermalConductivity
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
gmean_ThermalConductivity
0.95
entropy_atomic_radius
0.86
entropy_fie
0.85
entropy_FusionHeat
0.84
entropy_Valence
0.82
std_fie
-0.79
entropy_atomic_mass
0.75
wtd_entropy_ThermalConductivity
0.73
std_atomic_radius
-0.72
wtd_entropy_FusionHeat
0.71
entropy_Density
0.71
gmean_ElectronAffinity
-0.70
gmean_Density
0.65
mean_ElectronAffinity
-0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.84
range_Valence
0.50
range_ThermalConductivity
0.12
MOST FREQUENT VALUES
0.33626191578117304
272
15.4%
0.403693221013522
94
5.3%
0.785623847019654
87
4.9%
0.87197627698413
83
4.7%
0.308147989812345
80
4.5%
0.45781024161761896
76
4.3%
0.713636561856581
70
4.0%
0.29289508260770897
49
2.8%
0.738693887594424
48
2.7%
0.969184034079201
41
2.3%
0.9499041222086742
38
2.2%
0.755118630693736
36
2.0%
0.32256804017783297
33
1.9%
0.8662227991258259
30
1.7%
0.6794869767223249
27
1.5%
SMALLEST VALUES
0.14051589852333
6
0.3%
0.141217987998905
1
0.1%
0.257209773933062
13
0.7%
0.264718254098914
2
0.1%
0.28610720353774605
18
1.0%
0.29289508260770897
49
2.8%
0.29467261974279696
6
0.3%
0.296884746260304
1
0.1%
0.308147989812345
80
4.5%
0.315454762294996
22
1.2%
0.3194093392557
1
0.1%
0.32256804017783297
33
1.9%
0.329500146289958
25
1.4%
0.33626191578117304
272
15.4%
0.336496383206888
1
0.1%
LARGEST VALUES
1.2947996185686599
2
0.1%
1.2297126143698798
1
0.1%
1.18563160803942
9
0.5%
1.1609658673306102
2
0.1%
1.1533252987174598
1
0.1%
1.1496316191973799
6
0.3%
1.1440107787201201
15
0.8%
1.1368663738120601
1
0.1%
1.13057681471178
1
0.1%
1.12185858243956
3
0.2%
1.1199454504615902
8
0.5%
1.09735847310179
1
0.1%
1.08154952987922
1
0.1%
1.06942297184206
23
1.3%
1.06554700746
2
0.1%
wtd_entropy_ThermalConductivity
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
range_atomic_mass
0.85
wtd_std_atomic_mass
0.77
wtd_entropy_FusionHeat
0.75
std_atomic_mass
0.73
entropy_ThermalConductivity
0.73
std_Density
0.73
range_Density
0.72
wtd_std_Valence
0.71
gmean_ThermalConductivity
0.66
wtd_entropy_Density
0.65
std_atomic_radius
-0.65
wtd_mean_Valence
0.62
wtd_entropy_atomic_radius
0.61
std_Valence
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.69
number_of_elements
0.61
range_ThermalConductivity
0.25
MOST FREQUENT VALUES
0.203148213514574
61
3.5%
0.20196612646171302
29
1.6%
0.283412116654505
24
1.4%
0.7773228326302691
20
1.1%
0.182477992011488
19
1.1%
0.181288187746315
16
0.9%
0.163219040229069
14
0.8%
0.29560903041542197
13
0.7%
0.19650242189694397
11
0.6%
0.28730506310715803
10
0.6%
0.193094133472035
9
0.5%
0.775872741939564
9
0.5%
0.199852625126025
9
0.5%
0.20312993229343101
9
0.5%
0.189623799742097
9
0.5%
SMALLEST VALUES
0.0851526660813853
1
0.1%
0.146411944702273
2
0.1%
0.15220536125298498
1
0.1%
0.15502541603694
1
0.1%
0.157799126964585
2
0.1%
0.16052946699556198
4
0.2%
0.16214993932367402
1
0.1%
0.16227687102125302
2
0.1%
0.163190717460107
1
0.1%
0.16321338218529502
1
0.1%
0.16321706028112398
1
0.1%
0.163219040229069
14
0.8%
0.163225119032555
1
0.1%
0.16322540167730099
1
0.1%
0.167941021963569
1
0.1%
LARGEST VALUES
1.07227523030733
1
0.1%
1.06410558911652
1
0.1%
1.0473833344028
1
0.1%
1.04051675861291
1
0.1%
1.02408086627253
1
0.1%
1.02230846021991
1
0.1%
1.01636231389548
1
0.1%
1.00256903207111
1
0.1%
0.9969319019704008
1
0.1%
0.9415064548867691
1
0.1%
0.9300033384544051
1
0.1%
0.9248444028570392
2
0.1%
0.9225481780841851
1
0.1%
0.9184015494810529
1
0.1%
0.9081808165283092
1
0.1%
range_ThermalConductivity
MISSING:
1
(0%)
TOP CATEGORIES
399.97342000000003
1,727
98%
99.97341999999999
18
1%
429.97342000000003
10
1%
399.97417
6
0%
138.97342
1
0%
399.9911
1
0%
57.97342
1
0%
34.973420000000004
1
0%
ALL
1,765
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
range_ThermalConductivity
PROVIDES INFORMATION ON...
range_Valence
0.08
number_of_elements
0.03

THESE FEATURES
GIVE INFORMATION
ON range_ThermalConductivity:
range_Valence
0.59
number_of_elements
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_ThermalConductivity
CORRELATION RATIO WITH...
std_ThermalConductivity
0.83
wtd_std_ThermalConductivity
0.65
mean_ThermalConductivity
0.64
range_ElectronAffinity
0.53
std_ElectronAffinity
0.46
wtd_gmean_Valence
0.43
gmean_Valence
0.43
wtd_mean_Valence
0.40
mean_Valence
0.38
wtd_std_FusionHeat
0.37
gmean_fie
0.37
std_Valence
0.37
wtd_std_Valence
0.36
entropy_Valence
0.35
wtd_range_ThermalConductivity
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_mean_ThermalConductivity
0.96
wtd_range_FusionHeat
0.96
wtd_range_Density
0.91
wtd_mean_FusionHeat
0.88
wtd_std_ThermalConductivity
0.86
wtd_mean_atomic_radius
0.84
wtd_gmean_atomic_radius
0.80
wtd_gmean_FusionHeat
0.79
wtd_mean_fie
-0.76
wtd_gmean_fie
-0.75
wtd_mean_Density
0.73
wtd_range_fie
-0.73
wtd_gmean_Density
0.72
wtd_gmean_ThermalConductivity
0.71

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.28
range_ThermalConductivity
0.27
number_of_elements
0.17
MOST FREQUENT VALUES
92.29338
194
11.0%
57.12766857142861
148
8.4%
171.424774285714
96
5.4%
53.3191573333333
92
5.2%
106.652490666667
39
2.2%
92.6498277220077
29
1.6%
99.9966775
26
1.5%
99.99335500000001
25
1.4%
119.99734199999999
21
1.2%
87.6779953846154
20
1.1%
90.44722615384609
19
1.1%
93.00903860465121
19
1.1%
79.984052
19
1.1%
165.710488571429
17
1.0%
93.735879375
16
0.9%
SMALLEST VALUES
3.16083529411765
1
0.1%
3.9059333333333304
1
0.1%
4.584052
1
0.1%
4.653747081712059
1
0.1%
5.584052
1
0.1%
6.984052
2
0.1%
7.3840520000000005
1
0.1%
7.984052
9
0.5%
8.984052
1
0.1%
9.984052
1
0.1%
21.7314260869565
1
0.1%
27.1276685714286
1
0.1%
27.9848114285714
1
0.1%
28.413382857142896
1
0.1%
28.556240000000003
1
0.1%
LARGEST VALUES
239.99468399999998
1
0.1%
199.998101428571
1
0.1%
199.9966775
1
0.1%
181.815765454545
3
0.2%
177.776301111111
1
0.1%
171.424774285714
96
5.4%
171.037565108324
1
0.1%
170.624070226077
1
0.1%
170.212569503546
1
0.1%
169.996202857143
2
0.1%
169.827083470139
2
0.1%
169.77626678092
1
0.1%
169.710488571429
4
0.2%
169.01034084507
1
0.1%
168.567631428571
14
0.8%
std_ThermalConductivity
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_std_ThermalConductivity
0.57
mean_ThermalConductivity
0.54
entropy_ThermalConductivity
-0.51
std_Valence
-0.50
wtd_entropy_ThermalConductivity
-0.49
wtd_std_Valence
-0.47
entropy_atomic_radius
-0.44
entropy_fie
-0.43
range_atomic_mass
-0.41
wtd_std_atomic_mass
-0.41
entropy_FusionHeat
-0.38
wtd_mean_Valence
-0.36
entropy_atomic_mass
-0.36
entropy_Valence
-0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_ThermalConductivity
0.83
range_Valence
0.61
number_of_elements
0.45
MOST FREQUENT VALUES
168.301046773239
272
15.4%
166.742351106334
94
5.3%
150.600199073704
87
4.9%
154.008028485009
83
4.7%
168.854243757651
80
4.5%
155.329609173008
76
4.3%
151.002871308593
70
4.0%
169.136815270857
49
2.8%
150.700503073611
48
2.7%
146.612955878592
41
2.3%
151.16463932891
38
2.2%
150.573777561166
36
2.0%
168.575647677736
33
1.9%
158.777125005586
30
1.7%
151.70220796626302
27
1.5%
SMALLEST VALUES
13.0569889319121
1
0.1%
22.287239453733896
1
0.1%
40.054107123590605
18
1.0%
57.20343188324821
1
0.1%
133.618335858258
2
0.1%
135.008533568459
1
0.1%
135.190724093022
1
0.1%
135.461203443445
1
0.1%
137.349437153961
2
0.1%
137.676690624098
15
0.8%
138.251402032894
8
0.5%
139.792723190168
1
0.1%
139.94172093058398
11
0.6%
140.29145078614
7
0.4%
140.464329577584
6
0.3%
LARGEST VALUES
198.554600255545
5
0.3%
197.91857107669202
5
0.3%
185.567012853097
6
0.3%
171.40269974332898
1
0.1%
169.808985016895
13
0.7%
169.672553967836
2
0.1%
169.269247361912
18
1.0%
169.136815270857
49
2.8%
168.854243757651
80
4.5%
168.714447551086
22
1.2%
168.575647677736
33
1.9%
168.437846600662
25
1.4%
168.301046773239
272
15.4%
167.496912702796
5
0.3%
166.742351106334
94
5.3%
wtd_std_ThermalConductivity
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_range_ThermalConductivity
0.86
wtd_mean_ThermalConductivity
0.79
wtd_range_FusionHeat
0.73
wtd_mean_FusionHeat
0.64
wtd_range_Density
0.63
wtd_std_atomic_mass
-0.63
std_ThermalConductivity
0.57
wtd_mean_atomic_radius
0.56
wtd_entropy_ThermalConductivity
-0.51
wtd_gmean_atomic_radius
0.51
wtd_range_Valence
-0.50
wtd_gmean_FusionHeat
0.50
wtd_range_fie
-0.48
wtd_mean_fie
-0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_ThermalConductivity
0.65
range_Valence
0.47
number_of_elements
0.21
MOST FREQUENT VALUES
166.440382618967
61
3.5%
191.475654911147
29
1.6%
138.43771399308702
24
1.4%
137.579264999148
20
1.1%
166.668078819058
19
1.1%
192.21096582146401
16
0.9%
138.395228788671
15
0.8%
174.87701140736698
14
0.8%
166.514610257799
11
0.6%
166.590509752515
11
0.6%
138.22503864365498
10
0.6%
166.866991991426
9
0.5%
166.477287315448
9
0.5%
163.991723933018
9
0.5%
166.552351164844
9
0.5%
SMALLEST VALUES
12.3350244592119
1
0.1%
13.131112658078
1
0.1%
19.6596134547212
1
0.1%
21.021731961166697
1
0.1%
21.1632213079018
1
0.1%
25.1969765511487
2
0.1%
25.8127282833709
1
0.1%
26.7021997707892
9
0.5%
28.103069545498702
1
0.1%
29.4144991995297
1
0.1%
38.5995328324137
1
0.1%
60.57860960280151
1
0.1%
107.839232549743
1
0.1%
109.052541299713
1
0.1%
109.652543275763
1
0.1%
LARGEST VALUES
193.82847598859402
1
0.1%
193.44730918042802
1
0.1%
193.049529243673
1
0.1%
192.921592579763
1
0.1%
192.635541986171
1
0.1%
192.47641687273202
1
0.1%
192.265277280465
1
0.1%
192.21096582146401
16
0.9%
192.08255349809
1
0.1%
191.96362364797298
6
0.3%
191.927909352198
2
0.1%
191.840790401885
5
0.3%
191.8267592671
1
0.1%
191.776116459135
1
0.1%
191.718517149331
6
0.3%
mean_Valence
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
gmean_Valence
0.97
std_Valence
0.85
wtd_std_Valence
0.70
wtd_mean_Valence
0.67
entropy_ElectronAffinity
0.66
wtd_gmean_Valence
0.64
std_atomic_radius
-0.54
wtd_entropy_Density
0.54
entropy_atomic_radius
0.53
gmean_Density
0.53
entropy_fie
0.52
entropy_Density
0.50
wtd_entropy_FusionHeat
0.48
std_fie
-0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.82
number_of_elements
0.53
range_ThermalConductivity
0.38
MOST FREQUENT VALUES
2.25
615
34.8%
2.2
281
15.9%
2.4
236
13.4%
2.6
225
12.7%
2.6666666666666696
87
4.9%
2.5
64
3.6%
3.0
51
2.9%
2.3333333333333304
39
2.2%
2.8333333333333304
31
1.8%
2.75
30
1.7%
2.0
30
1.7%
2.8
26
1.5%
3.14285714285714
16
0.9%
3.5
12
0.7%
2.85714285714286
8
0.5%
SMALLEST VALUES
2.0
30
1.7%
2.1666666666666696
3
0.2%
2.2
281
15.9%
2.25
615
34.8%
2.3333333333333304
39
2.2%
2.4
236
13.4%
2.42857142857143
2
0.1%
2.5
64
3.6%
2.57142857142857
5
0.3%
2.6
225
12.7%
2.6666666666666696
87
4.9%
2.75
30
1.7%
2.8
26
1.5%
2.8333333333333304
31
1.8%
2.85714285714286
8
0.5%
LARGEST VALUES
3.5
12
0.7%
3.25
1
0.1%
3.1666666666666696
3
0.2%
3.14285714285714
16
0.9%
3.0
51
2.9%
2.85714285714286
8
0.5%
2.8333333333333304
31
1.8%
2.8
26
1.5%
2.75
30
1.7%
2.6666666666666696
87
4.9%
2.6
225
12.7%
2.57142857142857
5
0.3%
2.5
64
3.6%
2.42857142857143
2
0.1%
2.4
236
13.4%
wtd_mean_Valence
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_gmean_Valence
0.98
wtd_std_Valence
0.93
std_Valence
0.75
wtd_std_atomic_radius
-0.73
wtd_std_atomic_mass
0.73
range_atomic_radius
-0.68
mean_Valence
0.67
std_atomic_radius
-0.65
wtd_range_atomic_mass
0.64
range_atomic_mass
0.63
wtd_entropy_ThermalConductivity
0.62
std_atomic_mass
0.60
wtd_entropy_ElectronAffinity
0.59
gmean_Valence
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.80
number_of_elements
0.42
range_ThermalConductivity
0.40
MOST FREQUENT VALUES
2.07692307692308
186
10.5%
2.14285714285714
131
7.4%
2.26428571428571
55
3.1%
2.06666666666667
35
2.0%
2.30714285714286
32
1.8%
2.25714285714286
28
1.6%
2.4
25
1.4%
2.09230769230769
23
1.3%
2.1
22
1.2%
2.25
21
1.2%
2.07751937984496
19
1.1%
2.078125
15
0.8%
2.0714285714285703
15
0.8%
2.27142857142857
15
0.8%
2.75
14
0.8%
SMALLEST VALUES
1.9512195121951201
1
0.1%
2.0
3
0.2%
2.0223642172524
1
0.1%
2.0366666666666697
1
0.1%
2.03857566765579
1
0.1%
2.04
1
0.1%
2.04666666666667
2
0.1%
2.05
1
0.1%
2.05333333333333
2
0.1%
2.0566666666666698
3
0.2%
2.05913727581839
1
0.1%
2.06
5
0.3%
2.06081081081081
1
0.1%
2.0616666666666696
1
0.1%
2.062
1
0.1%
LARGEST VALUES
3.18
1
0.1%
3.0416666666666696
1
0.1%
3.03333333333333
1
0.1%
3.025
1
0.1%
3.0166666666666697
1
0.1%
3.0
1
0.1%
2.96652719665272
1
0.1%
2.9285714285714306
1
0.1%
2.89625
1
0.1%
2.895
2
0.1%
2.89375
2
0.1%
2.8925
1
0.1%
2.88489208633094
1
0.1%
2.88
1
0.1%
2.87692307692308
1
0.1%
gmean_Valence
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mean_Valence
0.97
std_Valence
0.69
entropy_ElectronAffinity
0.65
gmean_Density
0.58
wtd_mean_Valence
0.56
wtd_gmean_Valence
0.56
wtd_std_Valence
0.55
entropy_Density
0.54
wtd_entropy_Density
0.54
std_atomic_radius
-0.51
entropy_atomic_radius
0.50
entropy_fie
0.49
std_fie
-0.48
mean_Density
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.72
number_of_elements
0.48
range_ThermalConductivity
0.43
MOST FREQUENT VALUES
2.2133638394006403
615
34.8%
2.1689435423953998
281
15.9%
2.3521580450493498
236
13.4%
2.49146187923103
142
8.0%
2.40224886796286
83
4.7%
2.49288287167843
72
4.1%
2.40187391035201
45
2.5%
2.70192007704123
28
1.6%
1.8881750225898
27
1.5%
2.63214802590498
25
1.4%
2.6153209720236603
25
1.4%
2.28942848510666
24
1.4%
2.11474252688113
19
1.1%
2.60517108469735
17
1.0%
2.86900579917019
16
0.9%
SMALLEST VALUES
1.8612097182042
3
0.2%
1.8881750225898
27
1.5%
2.03964890265551
1
0.1%
2.07578163111243
16
0.9%
2.11474252688113
19
1.1%
2.13982638786733
2
0.1%
2.1689435423953998
281
15.9%
2.2133638394006403
615
34.8%
2.28942848510666
24
1.4%
2.3398616255173703
2
0.1%
2.3521580450493498
236
13.4%
2.40187391035201
45
2.5%
2.40224886796286
83
4.7%
2.47939698673123
5
0.3%
2.49146187923103
142
8.0%
LARGEST VALUES
3.16648004413879
6
0.3%
3.14083560495004
6
0.3%
2.9906975624424397
1
0.1%
2.93559853524414
3
0.2%
2.86900579917019
16
0.9%
2.86193816221051
7
0.4%
2.82842712474619
8
0.5%
2.79816641433953
11
0.6%
2.7594593229224302
5
0.3%
2.70192007704123
28
1.6%
2.6960123091945603
6
0.3%
2.6670966111817203
8
0.5%
2.63214802590498
25
1.4%
2.6153209720236603
25
1.4%
2.60517108469735
17
1.0%
wtd_gmean_Valence
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_mean_Valence
0.98
wtd_std_Valence
0.85
wtd_std_atomic_radius
-0.76
wtd_range_atomic_mass
0.70
range_atomic_radius
-0.69
wtd_std_atomic_mass
0.69
std_atomic_radius
-0.67
std_Valence
0.66
mean_Valence
0.64
wtd_entropy_ElectronAffinity
0.60
wtd_mean_atomic_mass
0.59
range_atomic_mass
0.57
wtd_entropy_ThermalConductivity
0.57
gmean_Valence
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.74
range_ThermalConductivity
0.43
number_of_elements
0.37
MOST FREQUENT VALUES
2.06336223306145
186
10.5%
2.1192680453341
131
7.4%
2.2262216392083
54
3.1%
2.0547993181274298
35
2.0%
2.25953484237817
32
1.8%
2.21978342968743
25
1.4%
2.2598970929242403
24
1.4%
2.07251466147847
19
1.1%
2.05877052890024
15
0.8%
2.06436803268003
15
0.8%
2.08275948798482
14
0.8%
2.51486685936587
13
0.7%
2.0638611731558
13
0.7%
2.0659380591725798
12
0.7%
2.19174538227049
12
0.7%
SMALLEST VALUES
1.892210030047
1
0.1%
1.95792334283052
1
0.1%
1.9593219335154701
3
0.2%
2.0108236128906
1
0.1%
2.02690764864995
1
0.1%
2.0296635898134
1
0.1%
2.02995623665628
1
0.1%
2.03270167962374
1
0.1%
2.0382037099198
2
0.1%
2.04096030729891
1
0.1%
2.04372063287704
2
0.1%
2.04422159267214
1
0.1%
2.04648469169648
3
0.2%
2.04692558368717
1
0.1%
2.04749964824093
1
0.1%
LARGEST VALUES
2.8706980324250697
1
0.1%
2.76632373444518
1
0.1%
2.75106857002247
1
0.1%
2.74595763004542
1
0.1%
2.7408561851815496
1
0.1%
2.73576421779082
1
0.1%
2.7304189130296295
1
0.1%
2.67488483199221
1
0.1%
2.62422038890691
1
0.1%
2.6207413942089
1
0.1%
2.62064373077883
1
0.1%
2.61673091216103
1
0.1%
2.60569142040356
1
0.1%
2.6052184516224
1
0.1%
2.60504874019065
1
0.1%
entropy_Valence
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
entropy_fie
0.98
entropy_atomic_radius
0.98
entropy_FusionHeat
0.98
entropy_atomic_mass
0.97
entropy_Density
0.95
entropy_ThermalConductivity
0.82
gmean_Density
0.82
std_fie
-0.77
gmean_ThermalConductivity
0.76
entropy_ElectronAffinity
0.74
wtd_entropy_FusionHeat
0.73
wtd_entropy_Density
0.73
wtd_entropy_Valence
0.68
wtd_entropy_atomic_radius
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.94
range_Valence
0.50
range_ThermalConductivity
0.35
MOST FREQUENT VALUES
1.36892236074022
615
34.8%
1.59416669911802
281
15.9%
1.5890269151739698
236
13.4%
1.5649572502428002
142
8.0%
1.5193826646423
83
4.7%
1.7170759801988797
72
4.1%
1.74897075077131
45
2.5%
1.55711309805765
27
1.5%
1.70747543516624
25
1.4%
1.3421131789143999
25
1.4%
1.22060726455302
19
1.1%
1.49436508345339
19
1.1%
1.77213938843753
17
1.0%
1.5317780787913702
17
1.0%
1.8553727254810402
16
0.9%
SMALLEST VALUES
0.8486855577264171
1
0.1%
1.07899220787758
6
0.3%
1.22060726455302
19
1.1%
1.2882523050229
5
0.3%
1.30610660908539
1
0.1%
1.3208883431493201
3
0.2%
1.3296613488547602
8
0.5%
1.3421131789143999
25
1.4%
1.36892236074022
615
34.8%
1.49436508345339
19
1.1%
1.5193826646423
83
4.7%
1.52463352843489
5
0.3%
1.5317780787913702
17
1.0%
1.55711309805765
27
1.5%
1.5641315026219897
7
0.4%
LARGEST VALUES
1.90803683450907
5
0.3%
1.90542004311014
2
0.1%
1.8740632076972903
8
0.5%
1.8553727254810402
16
0.9%
1.77823330579971
2
0.1%
1.77213938843753
17
1.0%
1.75410533099929
13
0.7%
1.74897075077131
45
2.5%
1.74232658886074
6
0.3%
1.7379834485870502
1
0.1%
1.7328679513998602
2
0.1%
1.7210891492287201
11
0.6%
1.71831121419332
3
0.2%
1.7170759801988797
72
4.1%
1.70747543516624
25
1.4%
wtd_entropy_Valence
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_entropy_Density
0.84
wtd_entropy_fie
0.83
wtd_gmean_ElectronAffinity
-0.81
wtd_entropy_FusionHeat
0.75
wtd_entropy_atomic_mass
0.70
entropy_fie
0.70
wtd_entropy_atomic_radius
0.70
entropy_atomic_radius
0.69
entropy_FusionHeat
0.69
wtd_mean_ElectronAffinity
-0.68
entropy_Valence
0.68
wtd_std_ElectronAffinity
0.68
wtd_entropy_ElectronAffinity
0.67
wtd_std_fie
-0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.70
range_Valence
0.53
range_ThermalConductivity
0.26
MOST FREQUENT VALUES
1.20182302376485
122
6.9%
1.3095258353040702
69
3.9%
1.04883427304761
30
1.7%
1.1811495851380802
24
1.4%
1.36507672357122
21
1.2%
1.0662210317362
19
1.1%
1.27508656877771
19
1.1%
1.19201519652426
13
0.7%
1.20586465999055
13
0.7%
1.36798373370749
13
0.7%
1.09604328066818
13
0.7%
1.6973711154528301
12
0.7%
1.23242813168296
11
0.6%
1.34343226558999
11
0.6%
1.26273448069337
11
0.6%
SMALLEST VALUES
0.558647856979826
1
0.1%
0.7519881323070892
1
0.1%
0.7964100697103851
1
0.1%
0.8369882167858359
1
0.1%
0.962760788036202
1
0.1%
0.96969099037367
2
0.1%
0.9743147528693491
3
0.2%
0.9772491021273529
1
0.1%
0.9889645254159929
1
0.1%
1.00087659813435
1
0.1%
1.00612015189322
1
0.1%
1.01130679619127
1
0.1%
1.01819210867449
1
0.1%
1.01956067447313
1
0.1%
1.02046477874062
1
0.1%
LARGEST VALUES
1.8533702741588798
1
0.1%
1.83013003876957
1
0.1%
1.82200202043493
1
0.1%
1.8044708160140202
1
0.1%
1.80355550815715
1
0.1%
1.79999043493153
1
0.1%
1.770104634876
1
0.1%
1.76676833056552
1
0.1%
1.75917091335315
2
0.1%
1.7528628490398899
1
0.1%
1.7480310034519
1
0.1%
1.74010130672907
1
0.1%
1.73735942413183
1
0.1%
1.73302918448475
1
0.1%
1.73157789044291
1
0.1%
range_Valence
MISSING:
1
(0%)
TOP CATEGORIES
1.0
1,157
66%
2.0
295
17%
3.0
246
14%
4.0
60
3%
5.0
7
0%
ALL
1,765
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
range_Valence
PROVIDES INFORMATION ON...
range_ThermalConductivity
0.59
number_of_elements
0.20

THESE FEATURES
GIVE INFORMATION
ON range_Valence:
number_of_elements
0.22
range_ThermalConductivity
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
CORRELATION RATIO WITH...
std_Valence
0.99
wtd_std_Valence
0.93
mean_Valence
0.82
wtd_mean_Valence
0.80
wtd_gmean_Valence
0.74
range_atomic_mass
0.73
gmean_Valence
0.72
wtd_entropy_FusionHeat
0.70
wtd_entropy_ThermalConductivity
0.69
wtd_std_atomic_mass
0.67
std_atomic_mass
0.64
entropy_ElectronAffinity
0.63
std_atomic_radius
0.62
wtd_entropy_Density
0.62
wtd_range_Valence
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_mean_ThermalConductivity
-0.68
wtd_range_ThermalConductivity
-0.65
wtd_range_fie
0.64
wtd_mean_atomic_radius
-0.62
wtd_mean_FusionHeat
-0.61
wtd_gmean_atomic_radius
-0.60
wtd_gmean_ThermalConductivity
-0.59
wtd_gmean_fie
0.59
wtd_range_FusionHeat
-0.59
wtd_mean_fie
0.58
wtd_entropy_fie
-0.58
wtd_range_ElectronAffinity
0.57
wtd_gmean_FusionHeat
-0.57
wtd_mean_ElectronAffinity
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_elements
0.25
range_ThermalConductivity
0.18
range_Valence
0.17
MOST FREQUENT VALUES
0.8461538461538459
122
6.9%
0.5714285714285711
79
4.5%
1.1
40
2.3%
1.0
37
2.1%
1.05714285714286
34
1.9%
0.866666666666667
29
1.6%
0.8
25
1.4%
0.5
24
1.4%
0.933333333333333
24
1.4%
0.857142857142857
21
1.2%
1.01538461538462
21
1.2%
1.08571428571429
20
1.1%
1.11428571428571
14
0.8%
1.04923076923077
14
0.8%
0.8372093023255821
13
0.7%
SMALLEST VALUES
0.0571428571428572
1
0.1%
0.1
1
0.1%
0.266666666666667
5
0.3%
0.28571428571428603
1
0.1%
0.314285714285714
1
0.1%
0.316666666666667
1
0.1%
0.33333333333333304
1
0.1%
0.3571428571428571
1
0.1%
0.3666666666666671
1
0.1%
0.4
8
0.5%
0.408602150537634
1
0.1%
0.4166666666666671
1
0.1%
0.421052631578947
2
0.1%
0.42857142857142894
2
0.1%
0.43478260869565205
1
0.1%
LARGEST VALUES
2.3
1
0.1%
1.92
1
0.1%
1.77777777777778
1
0.1%
1.675
1
0.1%
1.6
1
0.1%
1.525
1
0.1%
1.4686192468619201
1
0.1%
1.45
1
0.1%
1.44555555555556
1
0.1%
1.4
2
0.1%
1.3725
1
0.1%
1.35
1
0.1%
1.34375
1
0.1%
1.33333333333333
1
0.1%
1.33093525179856
1
0.1%
std_Valence
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_std_Valence
0.88
mean_Valence
0.85
wtd_mean_Valence
0.75
gmean_Valence
0.69
wtd_gmean_Valence
0.66
range_atomic_mass
0.62
wtd_std_atomic_mass
0.60
wtd_entropy_ThermalConductivity
0.60
std_atomic_mass
0.57
entropy_ElectronAffinity
0.54
wtd_entropy_FusionHeat
0.54
std_atomic_radius
-0.52
std_ThermalConductivity
-0.50
entropy_atomic_radius
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.99
number_of_elements
0.54
range_ThermalConductivity
0.37
MOST FREQUENT VALUES
0.43301270189221897
615
34.8%
0.4
281
15.9%
0.489897948556636
236
13.4%
0.8
142
8.0%
1.2
83
4.7%
1.1055415967851299
72
4.1%
0.763762615825973
45
2.5%
1.21335164821342
28
1.6%
0.6324555320336761
27
1.5%
0.82915619758885
25
1.4%
0.471404520791032
23
1.3%
1.5
19
1.1%
1.54919333848297
19
1.1%
1.16619037896906
17
1.0%
1.24721912892465
16
0.9%
SMALLEST VALUES
0.37267799624996506
2
0.1%
0.4
281
15.9%
0.43301270189221897
615
34.8%
0.471404520791032
23
1.3%
0.489897948556636
236
13.4%
0.6324555320336761
27
1.5%
0.6871842709362769
1
0.1%
0.707106781186548
3
0.2%
0.7284313590846841
7
0.4%
0.7453559924999301
13
0.7%
0.748331477354788
9
0.5%
0.763762615825973
45
2.5%
0.8
142
8.0%
0.82915619758885
25
1.4%
0.8944271909999159
7
0.4%
LARGEST VALUES
2.16024689946929
1
0.1%
1.7078251276599299
6
0.3%
1.6072751268321601
6
0.3%
1.54919333848297
19
1.1%
1.5
19
1.1%
1.3552618543578798
16
0.9%
1.29903810567666
6
0.3%
1.26491106406735
5
0.3%
1.24721912892465
16
0.9%
1.21335164821342
28
1.6%
1.2
83
4.7%
1.16619037896906
17
1.0%
1.1547005383792501
11
0.6%
1.12485826771597
8
0.5%
1.1055415967851299
72
4.1%
wtd_std_Valence
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_mean_Valence
0.93
std_Valence
0.88
wtd_gmean_Valence
0.85
wtd_std_atomic_mass
0.75
range_atomic_mass
0.73
wtd_entropy_ThermalConductivity
0.71
mean_Valence
0.70
std_atomic_mass
0.67
wtd_std_atomic_radius
-0.64
std_atomic_radius
-0.62
range_atomic_radius
-0.62
wtd_entropy_FusionHeat
0.56
gmean_Valence
0.55
std_Density
0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.93
number_of_elements
0.54
range_ThermalConductivity
0.36
MOST FREQUENT VALUES
0.266469355010596
186
10.5%
0.349927106111883
131
7.4%
0.440952123830019
54
3.1%
0.249443825784929
35
2.0%
0.505631550940131
32
1.8%
0.43705881545081
25
1.4%
1.0198039027185601
24
1.4%
0.2674137722583
19
1.1%
0.33846153846153804
19
1.1%
0.257539376818856
15
0.8%
0.268368188083089
15
0.8%
0.3
14
0.8%
1.29903810567666
13
0.7%
0.5951190357119039
12
0.7%
0.271293199325011
12
0.7%
SMALLEST VALUES
0.187942071453473
1
0.1%
0.19595917942265398
1
0.1%
0.21092389359408498
2
0.1%
0.21794494717703397
1
0.1%
0.22469732728470299
2
0.1%
0.231204575118131
3
0.2%
0.23588144994290602
1
0.1%
0.23748684174075801
5
0.3%
0.238982961943613
1
0.1%
0.24054914027884
1
0.1%
0.241155551460048
1
0.1%
0.24356153682842102
2
0.1%
0.24499791073271499
1
0.1%
0.24508965131237898
1
0.1%
0.247230337944193
1
0.1%
LARGEST VALUES
1.76641401816504
1
0.1%
1.62218217226056
1
0.1%
1.6218772880523402
1
0.1%
1.6209444584870902
1
0.1%
1.6204763960021102
1
0.1%
1.6201731196079
1
0.1%
1.61986882184947
1
0.1%
1.5494373635830803
1
0.1%
1.45862949373719
1
0.1%
1.42241480900927
1
0.1%
1.41382067069657
1
0.1%
1.4079425418215001
1
0.1%
1.4051245496396398
1
0.1%
1.3963245404354299
1
0.1%
1.3702189606044701
1
0.1%
critical_temp
MISSING:
1
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wtd_std_ElectronAffinity
0.43
wtd_mean_ThermalConductivity
0.39
wtd_std_ThermalConductivity
0.39
wtd_entropy_atomic_mass
0.37
wtd_range_Valence
-0.37
wtd_range_ThermalConductivity
0.36
range_atomic_radius
0.35
wtd_gmean_ElectronAffinity
-0.33
wtd_range_FusionHeat
0.32
wtd_mean_FusionHeat
0.32
wtd_entropy_Valence
0.31
wtd_gmean_Valence
-0.30
mean_FusionHeat
0.28
mean_atomic_radius
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
range_Valence
0.26
range_ThermalConductivity
0.18
number_of_elements
0.13
MOST FREQUENT VALUES
92.0
36
2.0%
90.0
36
2.0%
91.0
26
1.5%
85.0
24
1.4%
88.0
19
1.1%
80.0
17
1.0%
93.0
17
1.0%
86.0
16
0.9%
81.0
15
0.8%
33.0
15
0.8%
87.0
14
0.8%
75.0
14
0.8%
82.0
14
0.8%
20.0
13
0.7%
89.0
13
0.7%
SMALLEST VALUES
0.2
1
0.1%
0.7
1
0.1%
0.9
1
0.1%
1.5
4
0.2%
1.7
1
0.1%
2.0
1
0.1%
2.2
1
0.1%
2.5
2
0.1%
2.8
1
0.1%
2.9
1
0.1%
3.7
1
0.1%
3.9
1
0.1%
4.0
2
0.1%
4.2
2
0.1%
4.3
1
0.1%
LARGEST VALUES
136.0
2
0.1%
132.25
1
0.1%
130.0
1
0.1%
129.0
2
0.1%
125.0
1
0.1%
120.0
1
0.1%
119.95
1
0.1%
119.0
1
0.1%
118.5
1
0.1%
118.0
1
0.1%
116.5
1
0.1%
116.0
2
0.1%
115.0
2
0.1%
114.7
1
0.1%
114.0
3
0.2%